From 2b3c1f029d702de731670a1e0c4a595469dfb994 Mon Sep 17 00:00:00 2001 From: Kian Jones <11655409+kianjones9@users.noreply.github.com> Date: Wed, 20 Aug 2025 15:37:06 -0700 Subject: [PATCH 01/56] fix(ci): redo agentfile upload util and tweak secret (#4033) --- tests/helpers/utils.py | 30 ++++++++++++------------- tests/integration_test_pinecone_tool.py | 4 ++-- tests/test_long_running_agents.py | 21 ++++++++++++----- 3 files changed, 33 insertions(+), 22 deletions(-) diff --git a/tests/helpers/utils.py b/tests/helpers/utils.py index f47b7e27..24467688 100644 --- a/tests/helpers/utils.py +++ b/tests/helpers/utils.py @@ -3,7 +3,7 @@ import os import time from typing import Optional, Union -import requests +from letta_client import AsyncLetta, Letta from letta.functions.functions import parse_source_code from letta.functions.schema_generator import generate_schema @@ -254,7 +254,8 @@ def validate_context_window_overview( assert len(overview.functions_definitions) > 0 -def upload_test_agentfile_from_disk(server_url: str, filename: str) -> ImportedAgentsResponse: +# Changed this from server_url to client since client may be authenticated or not +def upload_test_agentfile_from_disk(client: Letta, filename: str) -> ImportedAgentsResponse: """ Upload a given .af file to live FastAPI server. """ @@ -263,18 +264,17 @@ def upload_test_agentfile_from_disk(server_url: str, filename: str) -> ImportedA file_path = os.path.join(path_to_test_agent_files, filename) with open(file_path, "rb") as f: - files = {"file": (filename, f, "application/json")} + return client.agents.import_file(file=f, append_copy_suffix=True, override_existing_tools=False) - # Send parameters as form data instead of query parameters - form_data = { - "append_copy_suffix": "true", - "override_existing_tools": "false", - } - response = requests.post( - f"{server_url}/v1/agents/import", - headers={"user_id": ""}, - files=files, - data=form_data, # Send as form data - ) - return ImportedAgentsResponse(**response.json()) +async def upload_test_agentfile_from_disk_async(client: AsyncLetta, filename: str) -> ImportedAgentsResponse: + """ + Upload a given .af file to live FastAPI server. + """ + path_to_current_file = os.path.dirname(__file__) + path_to_test_agent_files = path_to_current_file.removesuffix("/helpers") + "/test_agent_files" + file_path = os.path.join(path_to_test_agent_files, filename) + + with open(file_path, "rb") as f: + uploaded = await client.agents.import_file(file=f, append_copy_suffix=True, override_existing_tools=False) + return uploaded diff --git a/tests/integration_test_pinecone_tool.py b/tests/integration_test_pinecone_tool.py index c37bd382..20d9d1ee 100644 --- a/tests/integration_test_pinecone_tool.py +++ b/tests/integration_test_pinecone_tool.py @@ -10,7 +10,7 @@ from dotenv import load_dotenv from letta_client import AsyncLetta, MessageCreate, ReasoningMessage, ToolCallMessage from letta_client.core import RequestOptions -from tests.helpers.utils import upload_test_agentfile_from_disk +from tests.helpers.utils import upload_test_agentfile_from_disk_async REASONING_THROTTLE_MS = 100 TEST_USER_MESSAGE = "What products or services does 11x AI sell?" @@ -66,7 +66,7 @@ async def test_pinecone_tool(client: AsyncLetta, server_url: str) -> None: """ Test the Pinecone tool integration with the Letta client. """ - response = upload_test_agentfile_from_disk(server_url, "knowledge-base.af") + response = await upload_test_agentfile_from_disk_async(client, "knowledge-base.af") agent_id = response.agent_ids[0] diff --git a/tests/test_long_running_agents.py b/tests/test_long_running_agents.py index 04f0b9d6..d173f55f 100644 --- a/tests/test_long_running_agents.py +++ b/tests/test_long_running_agents.py @@ -28,6 +28,10 @@ def server_url() -> str: start_server(debug=True) + api_url = os.getenv("LETTA_API_URL") + if api_url: + return api_url + url: str = os.getenv("LETTA_SERVER_URL", "http://localhost:8283") if not os.getenv("LETTA_SERVER_URL"): @@ -56,12 +60,18 @@ def client(server_url: str) -> Letta: """ Creates and returns a synchronous Letta REST client for testing. """ - client_instance = Letta(base_url=server_url) + api_url = os.getenv("LETTA_API_URL") + api_key = os.getenv("LETTA_API_KEY") + + if api_url and not api_key: + raise ValueError("LETTA_API_KEY is required when passing LETTA_API_URL") + + client_instance = Letta(token=api_key, base_url=api_url if api_url else server_url) return client_instance -async def test_deep_research_agent(client, server_url, disable_e2b_api_key): - imported_af = upload_test_agentfile_from_disk(server_url, "deep-thought.af") +async def test_deep_research_agent(client: Letta, server_url, disable_e2b_api_key): + imported_af = upload_test_agentfile_from_disk(client, "deep-thought.af") agent_id = imported_af.agent_ids[0] @@ -69,6 +79,7 @@ async def test_deep_research_agent(client, server_url, disable_e2b_api_key): response = client.agents.messages.create_stream( agent_id=agent_id, stream_tokens=True, + include_pings=True, messages=[ MessageCreate( role="user", @@ -90,8 +101,8 @@ async def test_deep_research_agent(client, server_url, disable_e2b_api_key): client.agents.delete(agent_id=agent_id) -async def test_11x_agent(client, server_url, disable_e2b_api_key): - imported_af = upload_test_agentfile_from_disk(server_url, "mock_alice.af") +async def test_11x_agent(client: Letta, server_url, disable_e2b_api_key): + imported_af = upload_test_agentfile_from_disk(client, "mock_alice.af") agent_id = imported_af.agent_ids[0] From d0ddc5545cbcafa0318c03684850261e61948dd4 Mon Sep 17 00:00:00 2001 From: cthomas Date: Wed, 20 Aug 2025 15:49:09 -0700 Subject: [PATCH 02/56] feat: add new xai llm client (#3936) --- letta/llm_api/llm_api_tools.py | 59 --------------- letta/llm_api/llm_client.py | 7 ++ letta/llm_api/openai_client.py | 3 + letta/llm_api/xai_client.py | 85 ++++++++++++++++++++++ letta/server/rest_api/routers/v1/agents.py | 8 +- 5 files changed, 99 insertions(+), 63 deletions(-) create mode 100644 letta/llm_api/xai_client.py diff --git a/letta/llm_api/llm_api_tools.py b/letta/llm_api/llm_api_tools.py index 718bd2bf..184615fa 100644 --- a/letta/llm_api/llm_api_tools.py +++ b/letta/llm_api/llm_api_tools.py @@ -246,65 +246,6 @@ def create( return response - elif llm_config.model_endpoint_type == "xai": - api_key = model_settings.xai_api_key - - if function_call is None and functions is not None and len(functions) > 0: - # force function calling for reliability, see https://platform.openai.com/docs/api-reference/chat/create#chat-create-tool_choice - function_call = "required" - - data = build_openai_chat_completions_request( - llm_config, - messages, - user_id, - functions, - function_call, - use_tool_naming, - put_inner_thoughts_first=put_inner_thoughts_first, - use_structured_output=False, # NOTE: not supported atm for xAI - ) - - # Specific bug for the mini models (as of Apr 14, 2025) - # 400 - {'code': 'Client specified an invalid argument', 'error': 'Argument not supported on this model: presencePenalty'} - # 400 - {'code': 'Client specified an invalid argument', 'error': 'Argument not supported on this model: frequencyPenalty'} - if "grok-3-mini-" in llm_config.model: - data.presence_penalty = None - data.frequency_penalty = None - - if stream: # Client requested token streaming - data.stream = True - assert isinstance(stream_interface, AgentChunkStreamingInterface) or isinstance( - stream_interface, AgentRefreshStreamingInterface - ), type(stream_interface) - response = openai_chat_completions_process_stream( - url=llm_config.model_endpoint, - api_key=api_key, - chat_completion_request=data, - stream_interface=stream_interface, - name=name, - # TODO turn on to support reasoning content from xAI reasoners: - # https://docs.x.ai/docs/guides/reasoning#reasoning - expect_reasoning_content=False, - ) - else: # Client did not request token streaming (expect a blocking backend response) - data.stream = False - if isinstance(stream_interface, AgentChunkStreamingInterface): - stream_interface.stream_start() - try: - response = openai_chat_completions_request( - url=llm_config.model_endpoint, - api_key=api_key, - chat_completion_request=data, - ) - finally: - if isinstance(stream_interface, AgentChunkStreamingInterface): - stream_interface.stream_end() - - if llm_config.put_inner_thoughts_in_kwargs: - response = unpack_all_inner_thoughts_from_kwargs(response=response, inner_thoughts_key=INNER_THOUGHTS_KWARG) - - return response - elif llm_config.model_endpoint_type == "groq": if stream: raise NotImplementedError("Streaming not yet implemented for Groq.") diff --git a/letta/llm_api/llm_client.py b/letta/llm_api/llm_client.py index d5686eed..4fcd082a 100644 --- a/letta/llm_api/llm_client.py +++ b/letta/llm_api/llm_client.py @@ -79,5 +79,12 @@ class LLMClient: put_inner_thoughts_first=put_inner_thoughts_first, actor=actor, ) + case ProviderType.xai: + from letta.llm_api.xai_client import XAIClient + + return XAIClient( + put_inner_thoughts_first=put_inner_thoughts_first, + actor=actor, + ) case _: return None diff --git a/letta/llm_api/openai_client.py b/letta/llm_api/openai_client.py index de132002..267898bf 100644 --- a/letta/llm_api/openai_client.py +++ b/letta/llm_api/openai_client.py @@ -146,6 +146,9 @@ class OpenAIClient(LLMClientBase): def requires_auto_tool_choice(self, llm_config: LLMConfig) -> bool: return requires_auto_tool_choice(llm_config) + def supports_structured_output(self, llm_config: LLMConfig) -> bool: + return supports_structured_output(llm_config) + @trace_method def build_request_data( self, diff --git a/letta/llm_api/xai_client.py b/letta/llm_api/xai_client.py new file mode 100644 index 00000000..059073e4 --- /dev/null +++ b/letta/llm_api/xai_client.py @@ -0,0 +1,85 @@ +import os +from typing import List, Optional + +from openai import AsyncOpenAI, AsyncStream, OpenAI +from openai.types.chat.chat_completion import ChatCompletion +from openai.types.chat.chat_completion_chunk import ChatCompletionChunk + +from letta.llm_api.openai_client import OpenAIClient +from letta.otel.tracing import trace_method +from letta.schemas.embedding_config import EmbeddingConfig +from letta.schemas.llm_config import LLMConfig +from letta.schemas.message import Message as PydanticMessage +from letta.settings import model_settings + + +class XAIClient(OpenAIClient): + + def requires_auto_tool_choice(self, llm_config: LLMConfig) -> bool: + return False + + def supports_structured_output(self, llm_config: LLMConfig) -> bool: + return False + + @trace_method + def build_request_data( + self, + messages: List[PydanticMessage], + llm_config: LLMConfig, + tools: Optional[List[dict]] = None, + force_tool_call: Optional[str] = None, + ) -> dict: + data = super().build_request_data(messages, llm_config, tools, force_tool_call) + + # Specific bug for the mini models (as of Apr 14, 2025) + # 400 - {'code': 'Client specified an invalid argument', 'error': 'Argument not supported on this model: presencePenalty'} + # 400 - {'code': 'Client specified an invalid argument', 'error': 'Argument not supported on this model: frequencyPenalty'} + if "grok-3-mini-" in llm_config.model: + data.pop("presence_penalty", None) + data.pop("frequency_penalty", None) + + return data + + @trace_method + def request(self, request_data: dict, llm_config: LLMConfig) -> dict: + """ + Performs underlying synchronous request to OpenAI API and returns raw response dict. + """ + api_key = model_settings.xai_api_key or os.environ.get("XAI_API_KEY") + client = OpenAI(api_key=api_key, base_url=llm_config.model_endpoint) + + response: ChatCompletion = client.chat.completions.create(**request_data) + return response.model_dump() + + @trace_method + async def request_async(self, request_data: dict, llm_config: LLMConfig) -> dict: + """ + Performs underlying asynchronous request to OpenAI API and returns raw response dict. + """ + api_key = model_settings.xai_api_key or os.environ.get("XAI_API_KEY") + client = AsyncOpenAI(api_key=api_key, base_url=llm_config.model_endpoint) + + response: ChatCompletion = await client.chat.completions.create(**request_data) + return response.model_dump() + + @trace_method + async def stream_async(self, request_data: dict, llm_config: LLMConfig) -> AsyncStream[ChatCompletionChunk]: + """ + Performs underlying asynchronous streaming request to OpenAI and returns the async stream iterator. + """ + api_key = model_settings.xai_api_key or os.environ.get("XAI_API_KEY") + client = AsyncOpenAI(api_key=api_key, base_url=llm_config.model_endpoint) + response_stream: AsyncStream[ChatCompletionChunk] = await client.chat.completions.create( + **request_data, stream=True, stream_options={"include_usage": True} + ) + return response_stream + + @trace_method + async def request_embeddings(self, inputs: List[str], embedding_config: EmbeddingConfig) -> List[List[float]]: + """Request embeddings given texts and embedding config""" + api_key = model_settings.xai_api_key or os.environ.get("XAI_API_KEY") + client = AsyncOpenAI(api_key=api_key, base_url=embedding_config.embedding_endpoint) + response = await client.embeddings.create(model=embedding_config.embedding_model, input=inputs) + + # TODO: add total usage + return [r.embedding for r in response.data] diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index 1f27cdfa..ef6719e6 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -999,7 +999,7 @@ async def send_message( "bedrock", "ollama", "azure", - "together", + "xai", ] # Create a new run for execution tracking @@ -1143,7 +1143,7 @@ async def send_message_streaming( "bedrock", "ollama", "azure", - "together", + "xai", ] model_compatible_token_streaming = agent.llm_config.model_endpoint_type in ["anthropic", "openai", "bedrock"] @@ -1538,7 +1538,7 @@ async def preview_raw_payload( "bedrock", "ollama", "azure", - "together", + "xai", ] if agent_eligible and model_compatible: @@ -1608,7 +1608,7 @@ async def summarize_agent_conversation( "bedrock", "ollama", "azure", - "together", + "xai", ] if agent_eligible and model_compatible: From 395faf3ed83bf6a5db85edf0babebc6558b91fc4 Mon Sep 17 00:00:00 2001 From: cthomas Date: Wed, 20 Aug 2025 15:49:40 -0700 Subject: [PATCH 03/56] feat: add prompt generator for on the fly system prompt generation (#4060) --- letta/agent.py | 5 +- letta/agents/base_agent.py | 4 +- letta/agents/voice_agent.py | 4 +- letta/prompts/prompt_generator.py | 190 ++++++++++++++++ letta/services/agent_manager.py | 4 +- .../services/helpers/agent_manager_helper.py | 209 +----------------- 6 files changed, 203 insertions(+), 213 deletions(-) create mode 100644 letta/prompts/prompt_generator.py diff --git a/letta/agent.py b/letta/agent.py index 7aec2469..4a9127c8 100644 --- a/letta/agent.py +++ b/letta/agent.py @@ -42,6 +42,7 @@ from letta.log import get_logger from letta.memory import summarize_messages from letta.orm import User from letta.otel.tracing import log_event, trace_method +from letta.prompts.prompt_generator import PromptGenerator from letta.schemas.agent import AgentState, AgentStepResponse, UpdateAgent, get_prompt_template_for_agent_type from letta.schemas.block import BlockUpdate from letta.schemas.embedding_config import EmbeddingConfig @@ -59,7 +60,7 @@ from letta.schemas.tool_rule import TerminalToolRule from letta.schemas.usage import LettaUsageStatistics from letta.services.agent_manager import AgentManager from letta.services.block_manager import BlockManager -from letta.services.helpers.agent_manager_helper import check_supports_structured_output, compile_memory_metadata_block +from letta.services.helpers.agent_manager_helper import check_supports_structured_output from letta.services.helpers.tool_parser_helper import runtime_override_tool_json_schema from letta.services.job_manager import JobManager from letta.services.mcp.base_client import AsyncBaseMCPClient @@ -1246,7 +1247,7 @@ class Agent(BaseAgent): agent_manager_passage_size = self.agent_manager.passage_size(actor=self.user, agent_id=self.agent_state.id) message_manager_size = self.message_manager.size(actor=self.user, agent_id=self.agent_state.id) - external_memory_summary = compile_memory_metadata_block( + external_memory_summary = PromptGenerator.compile_memory_metadata_block( memory_edit_timestamp=get_utc_time(), timezone=self.agent_state.timezone, previous_message_count=self.message_manager.size(actor=self.user, agent_id=self.agent_state.id), diff --git a/letta/agents/base_agent.py b/letta/agents/base_agent.py index d351eb10..3355076b 100644 --- a/letta/agents/base_agent.py +++ b/letta/agents/base_agent.py @@ -7,6 +7,7 @@ from letta.constants import DEFAULT_MAX_STEPS from letta.helpers import ToolRulesSolver from letta.helpers.datetime_helpers import get_utc_time from letta.log import get_logger +from letta.prompts.prompt_generator import PromptGenerator from letta.schemas.agent import AgentState from letta.schemas.enums import MessageStreamStatus from letta.schemas.letta_message import LegacyLettaMessage, LettaMessage @@ -17,7 +18,6 @@ from letta.schemas.message import Message, MessageCreate, MessageUpdate from letta.schemas.usage import LettaUsageStatistics from letta.schemas.user import User from letta.services.agent_manager import AgentManager -from letta.services.helpers.agent_manager_helper import get_system_message_from_compiled_memory from letta.services.message_manager import MessageManager from letta.services.passage_manager import PassageManager from letta.utils import united_diff @@ -142,7 +142,7 @@ class BaseAgent(ABC): if num_archival_memories is None: num_archival_memories = await self.passage_manager.agent_passage_size_async(actor=self.actor, agent_id=agent_state.id) - new_system_message_str = get_system_message_from_compiled_memory( + new_system_message_str = PromptGenerator.get_system_message_from_compiled_memory( system_prompt=agent_state.system, memory_with_sources=curr_memory_str, in_context_memory_last_edit=memory_edit_timestamp, diff --git a/letta/agents/voice_agent.py b/letta/agents/voice_agent.py index 69ce9150..3b00dfae 100644 --- a/letta/agents/voice_agent.py +++ b/letta/agents/voice_agent.py @@ -13,6 +13,7 @@ from letta.helpers.datetime_helpers import get_utc_time from letta.helpers.tool_execution_helper import add_pre_execution_message, enable_strict_mode, remove_request_heartbeat from letta.interfaces.openai_chat_completions_streaming_interface import OpenAIChatCompletionsStreamingInterface from letta.log import get_logger +from letta.prompts.prompt_generator import PromptGenerator from letta.schemas.agent import AgentState, AgentType from letta.schemas.enums import MessageRole, ToolType from letta.schemas.letta_response import LettaResponse @@ -35,7 +36,6 @@ from letta.server.rest_api.utils import ( ) from letta.services.agent_manager import AgentManager from letta.services.block_manager import BlockManager -from letta.services.helpers.agent_manager_helper import compile_system_message_async from letta.services.job_manager import JobManager from letta.services.message_manager import MessageManager from letta.services.passage_manager import PassageManager @@ -144,7 +144,7 @@ class VoiceAgent(BaseAgent): in_context_messages = await self.message_manager.get_messages_by_ids_async(message_ids=agent_state.message_ids, actor=self.actor) memory_edit_timestamp = get_utc_time() - in_context_messages[0].content[0].text = await compile_system_message_async( + in_context_messages[0].content[0].text = await PromptGenerator.compile_system_message_async( system_prompt=agent_state.system, in_context_memory=agent_state.memory, in_context_memory_last_edit=memory_edit_timestamp, diff --git a/letta/prompts/prompt_generator.py b/letta/prompts/prompt_generator.py new file mode 100644 index 00000000..ffb36b05 --- /dev/null +++ b/letta/prompts/prompt_generator.py @@ -0,0 +1,190 @@ +from datetime import datetime +from typing import List, Literal, Optional + +from letta.constants import IN_CONTEXT_MEMORY_KEYWORD +from letta.helpers import ToolRulesSolver +from letta.helpers.datetime_helpers import format_datetime, get_local_time_fast +from letta.otel.tracing import trace_method +from letta.schemas.memory import Memory + + +class PromptGenerator: + + # TODO: This code is kind of wonky and deserves a rewrite + @trace_method + @staticmethod + def compile_memory_metadata_block( + memory_edit_timestamp: datetime, + timezone: str, + previous_message_count: int = 0, + archival_memory_size: Optional[int] = 0, + ) -> str: + """ + Generate a memory metadata block for the agent's system prompt. + + This creates a structured metadata section that informs the agent about + the current state of its memory systems, including timing information + and memory counts. This helps the agent understand what information + is available through its tools. + + Args: + memory_edit_timestamp: When memory blocks were last modified + timezone: The timezone to use for formatting timestamps (e.g., 'America/Los_Angeles') + previous_message_count: Number of messages in recall memory (conversation history) + archival_memory_size: Number of items in archival memory (long-term storage) + + Returns: + A formatted string containing the memory metadata block with XML-style tags + + Example Output: + + - The current time is: 2024-01-15 10:30 AM PST + - Memory blocks were last modified: 2024-01-15 09:00 AM PST + - 42 previous messages between you and the user are stored in recall memory (use tools to access them) + - 156 total memories you created are stored in archival memory (use tools to access them) + + """ + # Put the timestamp in the local timezone (mimicking get_local_time()) + timestamp_str = format_datetime(memory_edit_timestamp, timezone) + + # Create a metadata block of info so the agent knows about the metadata of out-of-context memories + metadata_lines = [ + "", + f"- The current time is: {get_local_time_fast(timezone)}", + f"- Memory blocks were last modified: {timestamp_str}", + f"- {previous_message_count} previous messages between you and the user are stored in recall memory (use tools to access them)", + ] + + # Only include archival memory line if there are archival memories + if archival_memory_size is not None and archival_memory_size > 0: + metadata_lines.append( + f"- {archival_memory_size} total memories you created are stored in archival memory (use tools to access them)" + ) + + metadata_lines.append("") + memory_metadata_block = "\n".join(metadata_lines) + return memory_metadata_block + + @staticmethod + def safe_format(template: str, variables: dict) -> str: + """ + Safely formats a template string, preserving empty {} and {unknown_vars} + while substituting known variables. + + If we simply use {} in format_map, it'll be treated as a positional field + """ + # First escape any empty {} by doubling them + escaped = template.replace("{}", "{{}}") + + # Now use format_map with our custom mapping + return escaped.format_map(PreserveMapping(variables)) + + @trace_method + @staticmethod + def get_system_message_from_compiled_memory( + system_prompt: str, + memory_with_sources: str, + in_context_memory_last_edit: datetime, # TODO move this inside of BaseMemory? + timezone: str, + user_defined_variables: Optional[dict] = None, + append_icm_if_missing: bool = True, + template_format: Literal["f-string", "mustache", "jinja2"] = "f-string", + previous_message_count: int = 0, + archival_memory_size: int = 0, + ) -> str: + """Prepare the final/full system message that will be fed into the LLM API + + The base system message may be templated, in which case we need to render the variables. + + The following are reserved variables: + - CORE_MEMORY: the in-context memory of the LLM + """ + if user_defined_variables is not None: + # TODO eventually support the user defining their own variables to inject + raise NotImplementedError + else: + variables = {} + + # Add the protected memory variable + if IN_CONTEXT_MEMORY_KEYWORD in variables: + raise ValueError(f"Found protected variable '{IN_CONTEXT_MEMORY_KEYWORD}' in user-defined vars: {str(user_defined_variables)}") + else: + # TODO should this all put into the memory.__repr__ function? + memory_metadata_string = PromptGenerator.compile_memory_metadata_block( + memory_edit_timestamp=in_context_memory_last_edit, + previous_message_count=previous_message_count, + archival_memory_size=archival_memory_size, + timezone=timezone, + ) + + full_memory_string = memory_with_sources + "\n\n" + memory_metadata_string + + # Add to the variables list to inject + variables[IN_CONTEXT_MEMORY_KEYWORD] = full_memory_string + + if template_format == "f-string": + memory_variable_string = "{" + IN_CONTEXT_MEMORY_KEYWORD + "}" + + # Catch the special case where the system prompt is unformatted + if append_icm_if_missing: + if memory_variable_string not in system_prompt: + # In this case, append it to the end to make sure memory is still injected + # warnings.warn(f"{IN_CONTEXT_MEMORY_KEYWORD} variable was missing from system prompt, appending instead") + system_prompt += "\n\n" + memory_variable_string + + # render the variables using the built-in templater + try: + if user_defined_variables: + formatted_prompt = PromptGenerator.safe_format(system_prompt, variables) + else: + formatted_prompt = system_prompt.replace(memory_variable_string, full_memory_string) + except Exception as e: + raise ValueError(f"Failed to format system prompt - {str(e)}. System prompt value:\n{system_prompt}") + + else: + # TODO support for mustache and jinja2 + raise NotImplementedError(template_format) + + return formatted_prompt + + @trace_method + @staticmethod + async def compile_system_message_async( + system_prompt: str, + in_context_memory: Memory, + in_context_memory_last_edit: datetime, # TODO move this inside of BaseMemory? + timezone: str, + user_defined_variables: Optional[dict] = None, + append_icm_if_missing: bool = True, + template_format: Literal["f-string", "mustache", "jinja2"] = "f-string", + previous_message_count: int = 0, + archival_memory_size: int = 0, + tool_rules_solver: Optional[ToolRulesSolver] = None, + sources: Optional[List] = None, + max_files_open: Optional[int] = None, + ) -> str: + tool_constraint_block = None + if tool_rules_solver is not None: + tool_constraint_block = tool_rules_solver.compile_tool_rule_prompts() + + if user_defined_variables is not None: + # TODO eventually support the user defining their own variables to inject + raise NotImplementedError + else: + pass + + memory_with_sources = await in_context_memory.compile_in_thread_async( + tool_usage_rules=tool_constraint_block, sources=sources, max_files_open=max_files_open + ) + + return PromptGenerator.get_system_message_from_compiled_memory( + system_prompt=system_prompt, + memory_with_sources=memory_with_sources, + in_context_memory_last_edit=in_context_memory_last_edit, + timezone=timezone, + user_defined_variables=user_defined_variables, + append_icm_if_missing=append_icm_if_missing, + template_format=template_format, + previous_message_count=previous_message_count, + archival_memory_size=archival_memory_size, + ) diff --git a/letta/services/agent_manager.py b/letta/services/agent_manager.py index 9a6ebc42..4d18f7cd 100644 --- a/letta/services/agent_manager.py +++ b/letta/services/agent_manager.py @@ -42,6 +42,7 @@ from letta.orm.sandbox_config import AgentEnvironmentVariable from letta.orm.sandbox_config import AgentEnvironmentVariable as AgentEnvironmentVariableModel from letta.orm.sqlalchemy_base import AccessType from letta.otel.tracing import trace_method +from letta.prompts.prompt_generator import PromptGenerator from letta.schemas.agent import AgentState as PydanticAgentState from letta.schemas.agent import AgentType, CreateAgent, UpdateAgent, get_prompt_template_for_agent_type from letta.schemas.block import DEFAULT_BLOCKS @@ -89,7 +90,6 @@ from letta.services.helpers.agent_manager_helper import ( check_supports_structured_output, compile_system_message, derive_system_message, - get_system_message_from_compiled_memory, initialize_message_sequence, initialize_message_sequence_async, package_initial_message_sequence, @@ -1783,7 +1783,7 @@ class AgentManager: # update memory (TODO: potentially update recall/archival stats separately) - new_system_message_str = get_system_message_from_compiled_memory( + new_system_message_str = PromptGenerator.get_system_message_from_compiled_memory( system_prompt=agent_state.system, memory_with_sources=curr_memory_str, in_context_memory_last_edit=memory_edit_timestamp, diff --git a/letta/services/helpers/agent_manager_helper.py b/letta/services/helpers/agent_manager_helper.py index ad0caef8..da660e96 100644 --- a/letta/services/helpers/agent_manager_helper.py +++ b/letta/services/helpers/agent_manager_helper.py @@ -21,7 +21,7 @@ from letta.constants import ( STRUCTURED_OUTPUT_MODELS, ) from letta.helpers import ToolRulesSolver -from letta.helpers.datetime_helpers import format_datetime, get_local_time, get_local_time_fast +from letta.helpers.datetime_helpers import get_local_time from letta.llm_api.llm_client import LLMClient from letta.orm.agent import Agent as AgentModel from letta.orm.agents_tags import AgentsTags @@ -33,6 +33,7 @@ from letta.orm.sources_agents import SourcesAgents from letta.orm.sqlite_functions import adapt_array from letta.otel.tracing import trace_method from letta.prompts import gpt_system +from letta.prompts.prompt_generator import PromptGenerator from letta.schemas.agent import AgentState, AgentType from letta.schemas.embedding_config import EmbeddingConfig from letta.schemas.enums import MessageRole @@ -217,60 +218,6 @@ def derive_system_message(agent_type: AgentType, enable_sleeptime: Optional[bool return system -# TODO: This code is kind of wonky and deserves a rewrite -def compile_memory_metadata_block( - memory_edit_timestamp: datetime, - timezone: str, - previous_message_count: int = 0, - archival_memory_size: Optional[int] = 0, -) -> str: - """ - Generate a memory metadata block for the agent's system prompt. - - This creates a structured metadata section that informs the agent about - the current state of its memory systems, including timing information - and memory counts. This helps the agent understand what information - is available through its tools. - - Args: - memory_edit_timestamp: When memory blocks were last modified - timezone: The timezone to use for formatting timestamps (e.g., 'America/Los_Angeles') - previous_message_count: Number of messages in recall memory (conversation history) - archival_memory_size: Number of items in archival memory (long-term storage) - - Returns: - A formatted string containing the memory metadata block with XML-style tags - - Example Output: - - - The current time is: 2024-01-15 10:30 AM PST - - Memory blocks were last modified: 2024-01-15 09:00 AM PST - - 42 previous messages between you and the user are stored in recall memory (use tools to access them) - - 156 total memories you created are stored in archival memory (use tools to access them) - - """ - # Put the timestamp in the local timezone (mimicking get_local_time()) - timestamp_str = format_datetime(memory_edit_timestamp, timezone) - - # Create a metadata block of info so the agent knows about the metadata of out-of-context memories - metadata_lines = [ - "", - f"- The current time is: {get_local_time_fast(timezone)}", - f"- Memory blocks were last modified: {timestamp_str}", - f"- {previous_message_count} previous messages between you and the user are stored in recall memory (use tools to access them)", - ] - - # Only include archival memory line if there are archival memories - if archival_memory_size is not None and archival_memory_size > 0: - metadata_lines.append( - f"- {archival_memory_size} total memories you created are stored in archival memory (use tools to access them)" - ) - - metadata_lines.append("") - memory_metadata_block = "\n".join(metadata_lines) - return memory_metadata_block - - class PreserveMapping(dict): """Used to preserve (do not modify) undefined variables in the system prompt""" @@ -331,7 +278,7 @@ def compile_system_message( raise ValueError(f"Found protected variable '{IN_CONTEXT_MEMORY_KEYWORD}' in user-defined vars: {str(user_defined_variables)}") else: # TODO should this all put into the memory.__repr__ function? - memory_metadata_string = compile_memory_metadata_block( + memory_metadata_string = PromptGenerator.compile_memory_metadata_block( memory_edit_timestamp=in_context_memory_last_edit, previous_message_count=previous_message_count, archival_memory_size=archival_memory_size, @@ -372,154 +319,6 @@ def compile_system_message( return formatted_prompt -@trace_method -def get_system_message_from_compiled_memory( - system_prompt: str, - memory_with_sources: str, - in_context_memory_last_edit: datetime, # TODO move this inside of BaseMemory? - timezone: str, - user_defined_variables: Optional[dict] = None, - append_icm_if_missing: bool = True, - template_format: Literal["f-string", "mustache", "jinja2"] = "f-string", - previous_message_count: int = 0, - archival_memory_size: int = 0, -) -> str: - """Prepare the final/full system message that will be fed into the LLM API - - The base system message may be templated, in which case we need to render the variables. - - The following are reserved variables: - - CORE_MEMORY: the in-context memory of the LLM - """ - if user_defined_variables is not None: - # TODO eventually support the user defining their own variables to inject - raise NotImplementedError - else: - variables = {} - - # Add the protected memory variable - if IN_CONTEXT_MEMORY_KEYWORD in variables: - raise ValueError(f"Found protected variable '{IN_CONTEXT_MEMORY_KEYWORD}' in user-defined vars: {str(user_defined_variables)}") - else: - # TODO should this all put into the memory.__repr__ function? - memory_metadata_string = compile_memory_metadata_block( - memory_edit_timestamp=in_context_memory_last_edit, - previous_message_count=previous_message_count, - archival_memory_size=archival_memory_size, - timezone=timezone, - ) - - full_memory_string = memory_with_sources + "\n\n" + memory_metadata_string - - # Add to the variables list to inject - variables[IN_CONTEXT_MEMORY_KEYWORD] = full_memory_string - - if template_format == "f-string": - memory_variable_string = "{" + IN_CONTEXT_MEMORY_KEYWORD + "}" - - # Catch the special case where the system prompt is unformatted - if append_icm_if_missing: - if memory_variable_string not in system_prompt: - # In this case, append it to the end to make sure memory is still injected - # warnings.warn(f"{IN_CONTEXT_MEMORY_KEYWORD} variable was missing from system prompt, appending instead") - system_prompt += "\n\n" + memory_variable_string - - # render the variables using the built-in templater - try: - if user_defined_variables: - formatted_prompt = safe_format(system_prompt, variables) - else: - formatted_prompt = system_prompt.replace(memory_variable_string, full_memory_string) - except Exception as e: - raise ValueError(f"Failed to format system prompt - {str(e)}. System prompt value:\n{system_prompt}") - - else: - # TODO support for mustache and jinja2 - raise NotImplementedError(template_format) - - return formatted_prompt - - -@trace_method -async def compile_system_message_async( - system_prompt: str, - in_context_memory: Memory, - in_context_memory_last_edit: datetime, # TODO move this inside of BaseMemory? - timezone: str, - user_defined_variables: Optional[dict] = None, - append_icm_if_missing: bool = True, - template_format: Literal["f-string", "mustache", "jinja2"] = "f-string", - previous_message_count: int = 0, - archival_memory_size: int = 0, - tool_rules_solver: Optional[ToolRulesSolver] = None, - sources: Optional[List] = None, - max_files_open: Optional[int] = None, -) -> str: - """Prepare the final/full system message that will be fed into the LLM API - - The base system message may be templated, in which case we need to render the variables. - - The following are reserved variables: - - CORE_MEMORY: the in-context memory of the LLM - """ - - # Add tool rule constraints if available - tool_constraint_block = None - if tool_rules_solver is not None: - tool_constraint_block = tool_rules_solver.compile_tool_rule_prompts() - - if user_defined_variables is not None: - # TODO eventually support the user defining their own variables to inject - raise NotImplementedError - else: - variables = {} - - # Add the protected memory variable - if IN_CONTEXT_MEMORY_KEYWORD in variables: - raise ValueError(f"Found protected variable '{IN_CONTEXT_MEMORY_KEYWORD}' in user-defined vars: {str(user_defined_variables)}") - else: - # TODO should this all put into the memory.__repr__ function? - memory_metadata_string = compile_memory_metadata_block( - memory_edit_timestamp=in_context_memory_last_edit, - previous_message_count=previous_message_count, - archival_memory_size=archival_memory_size, - timezone=timezone, - ) - - memory_with_sources = await in_context_memory.compile_in_thread_async( - tool_usage_rules=tool_constraint_block, sources=sources, max_files_open=max_files_open - ) - full_memory_string = memory_with_sources + "\n\n" + memory_metadata_string - - # Add to the variables list to inject - variables[IN_CONTEXT_MEMORY_KEYWORD] = full_memory_string - - if template_format == "f-string": - memory_variable_string = "{" + IN_CONTEXT_MEMORY_KEYWORD + "}" - - # Catch the special case where the system prompt is unformatted - if append_icm_if_missing: - if memory_variable_string not in system_prompt: - # In this case, append it to the end to make sure memory is still injected - # warnings.warn(f"{IN_CONTEXT_MEMORY_KEYWORD} variable was missing from system prompt, appending instead") - system_prompt += "\n\n" + memory_variable_string - - # render the variables using the built-in templater - try: - if user_defined_variables: - formatted_prompt = safe_format(system_prompt, variables) - else: - formatted_prompt = system_prompt.replace(memory_variable_string, full_memory_string) - except Exception as e: - raise ValueError(f"Failed to format system prompt - {str(e)}. System prompt value:\n{system_prompt}") - - else: - # TODO support for mustache and jinja2 - raise NotImplementedError(template_format) - - return formatted_prompt - - @trace_method def initialize_message_sequence( agent_state: AgentState, @@ -601,7 +400,7 @@ async def initialize_message_sequence_async( if memory_edit_timestamp is None: memory_edit_timestamp = get_local_time() - full_system_message = await compile_system_message_async( + full_system_message = await PromptGenerator.compile_system_message_async( system_prompt=agent_state.system, in_context_memory=agent_state.memory, in_context_memory_last_edit=memory_edit_timestamp, From 8095d87df3772025f28b10c2ed072b3e280f68b3 Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Wed, 20 Aug 2025 16:23:03 -0700 Subject: [PATCH 04/56] feat: Add tests for renaming files (#4066) --- letta/server/rest_api/routers/v1/folders.py | 5 +- letta/server/rest_api/routers/v1/sources.py | 4 +- poetry.lock | 614 ++------------------ tests/test_sources.py | 93 ++- 4 files changed, 161 insertions(+), 555 deletions(-) diff --git a/letta/server/rest_api/routers/v1/folders.py b/letta/server/rest_api/routers/v1/folders.py index 9d2b5dbb..22692f30 100644 --- a/letta/server/rest_api/routers/v1/folders.py +++ b/letta/server/rest_api/routers/v1/folders.py @@ -7,6 +7,7 @@ from typing import List, Optional from fastapi import APIRouter, Depends, Header, HTTPException, Query, UploadFile from starlette import status +from starlette.responses import Response import letta.constants as constants from letta.helpers.pinecone_utils import ( @@ -257,7 +258,9 @@ async def upload_file_to_folder( # Store original filename and handle duplicate logic # Use custom name if provided, otherwise use the uploaded file's name - original_filename = sanitize_filename(name if name else file.filename) # Basic sanitization only + # If custom name is provided, use it directly (it's just metadata, not a filesystem path) + # Otherwise, sanitize the uploaded filename for security + original_filename = name if name else sanitize_filename(file.filename) # Basic sanitization only # Check if duplicate exists existing_file = await server.file_manager.get_file_by_original_name_and_source( diff --git a/letta/server/rest_api/routers/v1/sources.py b/letta/server/rest_api/routers/v1/sources.py index cc492518..8d7fc5f5 100644 --- a/letta/server/rest_api/routers/v1/sources.py +++ b/letta/server/rest_api/routers/v1/sources.py @@ -258,7 +258,9 @@ async def upload_file_to_source( # Store original filename and handle duplicate logic # Use custom name if provided, otherwise use the uploaded file's name - original_filename = sanitize_filename(name if name else file.filename) # Basic sanitization only + # If custom name is provided, use it directly (it's just metadata, not a filesystem path) + # Otherwise, sanitize the uploaded filename for security + original_filename = name if name else sanitize_filename(file.filename) # Basic sanitization only # Check if duplicate exists existing_file = await server.file_manager.get_file_by_original_name_and_source( diff --git a/poetry.lock b/poetry.lock index b5974854..7a548938 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aioboto3" @@ -6,8 +6,6 @@ version = "14.3.0" description = "Async boto3 wrapper" optional = true python-versions = "<4.0,>=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "aioboto3-14.3.0-py3-none-any.whl", hash = "sha256:aec5de94e9edc1ffbdd58eead38a37f00ddac59a519db749a910c20b7b81bca7"}, {file = "aioboto3-14.3.0.tar.gz", hash = "sha256:1d18f88bb56835c607b62bb6cb907754d717bedde3ddfff6935727cb48a80135"}, @@ -27,8 +25,6 @@ version = "2.22.0" description = "Async client for aws services using botocore and aiohttp" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "aiobotocore-2.22.0-py3-none-any.whl", hash = "sha256:b4e6306f79df9d81daff1f9d63189a2dbee4b77ce3ab937304834e35eaaeeccf"}, {file = "aiobotocore-2.22.0.tar.gz", hash = "sha256:11091477266b75c2b5d28421c1f2bc9a87d175d0b8619cb830805e7a113a170b"}, @@ -54,8 +50,6 @@ version = "24.1.0" description = "File support for asyncio." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"}, {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"}, @@ -67,7 +61,6 @@ version = "2.6.1" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"}, {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"}, @@ -79,7 +72,6 @@ version = "3.12.15" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b6fc902bff74d9b1879ad55f5404153e2b33a82e72a95c89cec5eb6cc9e92fbc"}, {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:098e92835b8119b54c693f2f88a1dec690e20798ca5f5fe5f0520245253ee0af"}, @@ -179,7 +171,7 @@ propcache = ">=0.2.0" yarl = ">=1.17.0,<2.0" [package.extras] -speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""] +speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"] [[package]] name = "aiohttp-retry" @@ -187,8 +179,6 @@ version = "2.9.1" description = "Simple retry client for aiohttp" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "aiohttp_retry-2.9.1-py3-none-any.whl", hash = "sha256:66d2759d1921838256a05a3f80ad7e724936f083e35be5abb5e16eed6be6dc54"}, {file = "aiohttp_retry-2.9.1.tar.gz", hash = "sha256:8eb75e904ed4ee5c2ec242fefe85bf04240f685391c4879d8f541d6028ff01f1"}, @@ -203,8 +193,6 @@ version = "0.12.0" description = "itertools and builtins for AsyncIO and mixed iterables" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"}, {file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"}, @@ -220,14 +208,13 @@ version = "0.9.1" description = "AsyncIO version of the standard multiprocessing module" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "aiomultiprocess-0.9.1-py3-none-any.whl", hash = "sha256:3a7b3bb3c38dbfb4d9d1194ece5934b6d32cf0280e8edbe64a7d215bba1322c6"}, {file = "aiomultiprocess-0.9.1.tar.gz", hash = "sha256:f0231dbe0291e15325d7896ebeae0002d95a4f2675426ca05eb35f24c60e495b"}, ] [package.extras] 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{file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"}, @@ -348,8 +329,6 @@ version = "0.1.4" description = "Disable App Nap on macOS >= 10.9" optional = false python-versions = ">=3.6" -groups = ["dev"] -markers = "platform_system == \"Darwin\"" files = [ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, @@ -361,7 +340,6 @@ version = "3.11.0" description = "In-process task scheduler with Cron-like capabilities" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "APScheduler-3.11.0-py3-none-any.whl", hash = "sha256:fc134ca32e50f5eadcc4938e3a4545ab19131435e851abb40b34d63d5141c6da"}, {file = "apscheduler-3.11.0.tar.gz", hash = "sha256:4c622d250b0955a65d5d0eb91c33e6d43fd879834bf541e0a18661ae60460133"}, @@ -378,7 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python-versions = ">=3.8" -groups = ["main"] files = [ {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"}, {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"}, @@ -1425,7 +1317,6 @@ version = "0.6.7" description = "Easily serialize dataclasses to and from JSON." optional = false python-versions = "<4.0,>=3.7" -groups = ["main"] files = [ {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"}, {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"}, @@ -1441,7 +1332,6 @@ version = "0.25.9" description = "Datamodel Code Generator" optional = false python-versions = "<4.0,>=3.7" -groups = ["main"] files = [ {file = "datamodel_code_generator-0.25.9-py3-none-any.whl", hash = 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!=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -groups = ["main"] files = [ {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"}, {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"}, @@ -1535,7 +1421,6 @@ version = "3.0.6" description = "encoder, decoder, and lint/validator for JSON (JavaScript Object Notation) compliant with RFC 7159" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "demjson3-3.0.6.tar.gz", hash = "sha256:37c83b0c6eb08d25defc88df0a2a4875d58a7809a9650bd6eee7afd8053cdbac"}, ] @@ -1546,7 +1431,6 @@ version = "1.2.18" description = "Python @deprecated decorator to deprecate old python classes, functions or methods." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" -groups = ["main"] files = [ {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = 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python-versions = "*" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"}, {file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"}, @@ -1589,7 +1470,6 @@ version = "1.9.0" description = "Distro - an OS platform information API" optional = false python-versions = ">=3.6" -groups = ["main"] files = [ {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, @@ -1601,7 +1481,6 @@ version = "2.7.0" description = "DNS toolkit" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"}, {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"}, @@ -1622,8 +1501,6 @@ version = "7.1.0" description = "A Python library for the Docker Engine API." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"}, {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"}, @@ -1646,7 +1523,6 @@ version = "0.16" description = "Parse Python docstrings in reST, Google and Numpydoc format" optional = false python-versions = ">=3.6,<4.0" -groups = ["main"] files = [ {file = "docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637"}, {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"}, @@ -1658,8 +1534,6 @@ version = "1.11.1" description = "E2B SDK that give agents cloud environments" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "e2b-1.11.1-py3-none-any.whl", hash = "sha256:1ecb123873788472731c101939a494ab852cbcce0f913df6f7ecb194ae932130"}, {file = "e2b-1.11.1.tar.gz", hash = "sha256:7f7b6f238208d0a23353bb0da01f91a924321b57c61b176506862cbc1493ce8c"}, @@ -1680,8 +1554,6 @@ version = "1.5.2" description = "E2B Code Interpreter - Stateful code execution" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "e2b_code_interpreter-1.5.2-py3-none-any.whl", hash = "sha256:5c3188d8f25226b28fef4b255447cc6a4c36afb748bdd5180b45be486d5169f3"}, {file = "e2b_code_interpreter-1.5.2.tar.gz", hash = "sha256:3bd6ea70596290e85aaf0a2f19f28bf37a5e73d13086f5e6a0080bb591c5a547"}, @@ -1698,7 +1570,6 @@ version = "2.2.0" description = "A robust email address syntax and deliverability validation library." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"}, {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"}, @@ -1714,7 +1585,6 @@ version = "0.2.2" description = "Like `typing._eval_type`, but lets older Python versions use newer typing features." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "eval_type_backport-0.2.2-py3-none-any.whl", hash = "sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a"}, {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"}, @@ -1729,15 +1599,13 @@ version = "2.2.0" description = "Get the currently executing AST node of a frame, and other information" optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"}, {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] -tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""] +tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"] [[package]] name = "faker" @@ -1745,7 +1613,6 @@ version = "36.2.3" description = "Faker is a Python package that generates fake data for you." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "Faker-36.2.3-py3-none-any.whl", hash = "sha256:7ca995d65ec08d013f3c1230da7f628cb2c169a77e89cd265d7a59f443f0febd"}, {file = "faker-36.2.3.tar.gz", hash = "sha256:1ed2d7a9c3a5657fc11a4298e8cf19f71d83740560d4ed0895b30399d482d538"}, @@ -1760,7 +1627,6 @@ version = "0.115.14" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"}, {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"}, @@ -1781,8 +1647,6 @@ version = "3.18.0" description = "A platform independent file lock." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"}, {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"}, @@ -1791,7 +1655,7 @@ files = [ [package.extras] docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"] testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"] -typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""] +typing = ["typing-extensions (>=4.12.2)"] [[package]] name = "filetype" @@ -1799,7 +1663,6 @@ version = "1.2.0" description = "Infer file type and MIME type of any file/buffer. No external dependencies." optional = false python-versions = "*" -groups = ["main"] files = [ {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"}, {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"}, @@ -1811,8 +1674,6 @@ version = "2.16.5" description = "Python SDK for Firecrawl API" optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"external-tools\"" files = [ {file = "firecrawl_py-2.16.5-py3-none-any.whl", hash = "sha256:3caed19b8f21522ab9c2193c2226990f2468e6bc5669ef54aa156e4230a5e35e"}, {file = "firecrawl_py-2.16.5.tar.gz", hash = "sha256:7f5186bba359a426140a6827b550a604e62bfbeda33ded757952899b1cca4c83"}, @@ -1832,8 +1693,6 @@ version = "3.1.1" description = "A simple framework for building complex web applications." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "flask-3.1.1-py3-none-any.whl", hash = "sha256:07aae2bb5eaf77993ef57e357491839f5fd9f4dc281593a81a9e4d79a24f295c"}, {file = "flask-3.1.1.tar.gz", hash = "sha256:284c7b8f2f58cb737f0cf1c30fd7eaf0ccfcde196099d24ecede3fc2005aa59e"}, @@ -1857,8 +1716,6 @@ version = "6.0.1" description = "A Flask extension simplifying CORS support" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "flask_cors-6.0.1-py3-none-any.whl", hash = "sha256:c7b2cbfb1a31aa0d2e5341eea03a6805349f7a61647daee1a15c46bbe981494c"}, {file = "flask_cors-6.0.1.tar.gz", hash = "sha256:d81bcb31f07b0985be7f48406247e9243aced229b7747219160a0559edd678db"}, @@ -1874,8 +1731,6 @@ version = "0.6.3" description = "User authentication and session management for Flask." optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "Flask-Login-0.6.3.tar.gz", hash = "sha256:5e23d14a607ef12806c699590b89d0f0e0d67baeec599d75947bf9c147330333"}, {file = "Flask_Login-0.6.3-py3-none-any.whl", hash = "sha256:849b25b82a436bf830a054e74214074af59097171562ab10bfa999e6b78aae5d"}, @@ -1891,7 +1746,6 @@ version = "25.2.10" description = "The FlatBuffers serialization format for Python" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "flatbuffers-25.2.10-py2.py3-none-any.whl", hash = "sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051"}, {file = "flatbuffers-25.2.10.tar.gz", hash = "sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e"}, @@ -1903,7 +1757,6 @@ version = "4.59.0" description = "Tools to manipulate font files" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "fonttools-4.59.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:524133c1be38445c5c0575eacea42dbd44374b310b1ffc4b60ff01d881fabb96"}, {file = "fonttools-4.59.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:21e606b2d38fed938dde871c5736822dd6bda7a4631b92e509a1f5cd1b90c5df"}, @@ -1950,17 +1803,17 @@ files = [ ] [package.extras] -all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"] +all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"] graphite = ["lz4 (>=1.7.4.2)"] -interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""] +interpolatable = ["munkres", "pycairo", "scipy"] lxml = ["lxml (>=4.0)"] pathops = ["skia-pathops (>=0.5.0)"] plot = ["matplotlib"] repacker = ["uharfbuzz (>=0.23.0)"] symfont = ["sympy"] -type1 = ["xattr ; sys_platform == \"darwin\""] -unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""] -woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"] +type1 = ["xattr"] +unicode = ["unicodedata2 (>=15.1.0)"] +woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"] [[package]] name = "frozenlist" @@ -1968,7 +1821,6 @@ version = "1.7.0" description = "A list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"}, {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"}, @@ -2082,7 +1934,6 @@ version = "2025.7.0" description = "File-system specification" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "fsspec-2025.7.0-py3-none-any.whl", hash = "sha256:8b012e39f63c7d5f10474de957f3ab793b47b45ae7d39f2fb735f8bbe25c0e21"}, {file = "fsspec-2025.7.0.tar.gz", hash = "sha256:786120687ffa54b8283d942929540d8bc5ccfa820deb555a2b5d0ed2b737bf58"}, @@ -2113,7 +1964,7 @@ smb = ["smbprotocol"] ssh = ["paramiko"] test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"] test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"] -test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard ; python_version < \"3.14\""] +test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"] tqdm = ["tqdm"] [[package]] @@ -2122,7 +1973,6 @@ version = "1.3.0" description = "GenSON is a powerful, user-friendly JSON Schema generator." optional = false python-versions = "*" -groups = ["main"] files = [ {file = "genson-1.3.0-py3-none-any.whl", hash = "sha256:468feccd00274cc7e4c09e84b08704270ba8d95232aa280f65b986139cec67f7"}, {file = "genson-1.3.0.tar.gz", hash = "sha256:e02db9ac2e3fd29e65b5286f7135762e2cd8a986537c075b06fc5f1517308e37"}, @@ -2134,8 +1984,6 @@ version = "25.5.1" description = "Coroutine-based network library" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "gevent-25.5.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8e5a0fab5e245b15ec1005b3666b0a2e867c26f411c8fe66ae1afe07174a30e9"}, {file = "gevent-25.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c7b80a37f2fb45ee4a8f7e64b77dd8a842d364384046e394227b974a4e9c9a52"}, @@ -2185,11 +2033,11 @@ greenlet = {version = ">=3.2.2", markers = "platform_python_implementation == \" "zope.interface" = "*" [package.extras] -dnspython = ["dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\""] +dnspython = ["dnspython (>=1.16.0,<2.0)", "idna"] docs = ["furo", "repoze.sphinx.autointerface", "sphinx", "sphinxcontrib-programoutput", "zope.schema"] -monitor = ["psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\""] -recommended = ["cffi (>=1.17.1) ; platform_python_implementation == \"CPython\"", "dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\"", "psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\""] -test = ["cffi (>=1.17.1) ; platform_python_implementation == \"CPython\"", "coverage (>=5.0) ; sys_platform != \"win32\"", "dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\"", "objgraph", "psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\"", "requests"] +monitor = ["psutil (>=5.7.0)"] +recommended = ["cffi (>=1.17.1)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)"] +test = ["cffi (>=1.17.1)", "coverage (>=5.0)", "dnspython (>=1.16.0,<2.0)", "idna", "objgraph", "psutil (>=5.7.0)", "requests"] [[package]] name = "geventhttpclient" @@ -2197,8 +2045,6 @@ version = "2.3.4" description = "HTTP client library for gevent" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "geventhttpclient-2.3.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:182f5158504ac426d591cfb1234de5180813292b49049e761f00bf70691aace5"}, {file = "geventhttpclient-2.3.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59a2e7c136a3e6b60b87bf8b87e5f1fb25705d76ab7471018e25f8394c640dda"}, @@ -2303,8 +2149,6 @@ version = "2.25.1" description = "Google API client core library" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7"}, {file = "google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8"}, @@ -2314,7 +2158,7 @@ files = [ google-auth = ">=2.14.1,<3.0.0" googleapis-common-protos = ">=1.56.2,<2.0.0" proto-plus = [ - {version = ">=1.22.3,<2.0.0"}, + {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""}, {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0" @@ -2322,7 +2166,7 @@ requests = ">=2.18.0,<3.0.0" [package.extras] async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"] -grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""] +grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0)"] grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] @@ -2332,8 +2176,6 @@ version = "2.178.0" description = "Google API Client Library for Python" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "google_api_python_client-2.178.0-py3-none-any.whl", hash = "sha256:f420adcd050150ff1baefa817e96e1ffa16872744f53471cd34096612e580c34"}, {file = "google_api_python_client-2.178.0.tar.gz", hash = "sha256:99cba921eb471bb5973b780c653ac54d96eef8a42f1b7375b7ab98f257a4414c"}, @@ -2352,8 +2194,6 @@ version = "2.40.3" description = "Google Authentication Library" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"google\" or extra == \"experimental\" or extra == \"all\"" files = [ {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"}, {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"}, @@ -2367,11 +2207,11 @@ rsa = ">=3.1.4,<5" [package.extras] aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"] enterprise-cert = ["cryptography", "pyopenssl"] -pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] -pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] +pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] +pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] reauth = ["pyu2f (>=0.1.5)"] requests = ["requests (>=2.20.0,<3.0.0)"] -testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] +testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] urllib3 = ["packaging", "urllib3"] [[package]] @@ -2380,8 +2220,6 @@ version = "0.2.0" description = "Google Authentication Library: httplib2 transport" optional = true python-versions = "*" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "google-auth-httplib2-0.2.0.tar.gz", hash = "sha256:38aa7badf48f974f1eb9861794e9c0cb2a0511a4ec0679b1f886d108f5640e05"}, {file = "google_auth_httplib2-0.2.0-py2.py3-none-any.whl", hash = "sha256:b65a0a2123300dd71281a7bf6e64d65a0759287df52729bdd1ae2e47dc311a3d"}, @@ -2397,8 +2235,6 @@ version = "4.1.0" description = "Google Cloud Profiler Python Agent" optional = true python-versions = "*" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "google-cloud-profiler-4.1.0.tar.gz", hash = "sha256:2d90f9c6d4c075ad6d43752ae39424c3d0bad63e6549a2c761881f9a235067ae"}, ] @@ -2416,8 +2252,6 @@ version = "1.29.0" description = "GenAI Python SDK" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"google\"" files = [ {file = "google_genai-1.29.0-py3-none-any.whl", hash = "sha256:8b64737de008d15ca4737e593913f88f656f0568544ab6901f768f0d1fd69bbf"}, {file = "google_genai-1.29.0.tar.gz", hash = "sha256:a6b036ab032830f668d137b198c2a5abd8951a036d7a8480b61ce837c1c7f36b"}, @@ -2442,7 +2276,6 @@ version = "1.70.0" description = "Common protobufs used in Google APIs" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"}, {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"}, @@ -2460,8 +2293,6 @@ version = "2.5.0" description = "A Rust HTTP server for Python applications" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "granian-2.5.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:49c1c5059b39db0863e3e967ba18f1ab55fa0f86388537d937aa18baf2934f71"}, {file = "granian-2.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aba86bae39b4e8f770d7e6664490e0abdcdcd742300d16cf1cb370dc159a09c1"}, @@ -2575,8 +2406,8 @@ all = ["granian[dotenv,pname,reload]"] dotenv = ["python-dotenv (>=1.1,<2.0)"] pname = ["setproctitle (>=1.3.3,<1.4.0)"] reload = ["watchfiles (>=1.0,<2.0)"] -rloop = ["rloop (>=0.1,<1.0) ; sys_platform != \"win32\""] -uvloop = ["uvloop (>=0.18.0) ; platform_python_implementation == \"CPython\" and sys_platform != \"win32\""] +rloop = ["rloop (>=0.1,<1.0)"] +uvloop = ["uvloop (>=0.18.0)"] [[package]] name = "greenlet" @@ -2584,8 +2415,6 @@ version = "3.2.3" description = "Lightweight in-process concurrent programming" optional = false python-versions = ">=3.9" -groups = ["main"] -markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\" or (extra == \"dev\" or extra == \"desktop\" or extra == \"all\") and platform_python_implementation == \"CPython\"" files = [ {file = "greenlet-3.2.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:1afd685acd5597349ee6d7a88a8bec83ce13c106ac78c196ee9dde7c04fe87be"}, {file = "greenlet-3.2.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:761917cac215c61e9dc7324b2606107b3b292a8349bdebb31503ab4de3f559ac"}, @@ -2653,7 +2482,6 @@ version = "1.10.0" description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "griffe-1.10.0-py3-none-any.whl", hash = "sha256:a5eec6d5431cc49eb636b8a078d2409844453c1b0e556e4ba26f8c923047cd11"}, {file = "griffe-1.10.0.tar.gz", hash = "sha256:7fe89ebfb5140e0589748888b99680968e5b9ef7e2dcb2b01caf87ec552b66be"}, @@ -2668,7 +2496,6 @@ version = "1.74.0" description = "HTTP/2-based RPC framework" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "grpcio-1.74.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:85bd5cdf4ed7b2d6438871adf6afff9af7096486fcf51818a81b77ef4dd30907"}, {file = "grpcio-1.74.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:68c8ebcca945efff9d86d8d6d7bfb0841cf0071024417e2d7f45c5e46b5b08eb"}, @@ -2732,7 +2559,6 @@ version = "1.71.2" description = "Protobuf code generator for gRPC" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "grpcio_tools-1.71.2-cp310-cp310-linux_armv7l.whl", hash = "sha256:ab8a28c2e795520d6dc6ffd7efaef4565026dbf9b4f5270de2f3dd1ce61d2318"}, {file = "grpcio_tools-1.71.2-cp310-cp310-macosx_10_14_universal2.whl", hash = "sha256:654ecb284a592d39a85556098b8c5125163435472a20ead79b805cf91814b99e"}, @@ -2798,8 +2624,6 @@ version = "0.4.8" description = "Pure-Python gRPC implementation for asyncio" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "grpclib-0.4.8-py3-none-any.whl", hash = "sha256:a5047733a7acc1c1cee6abf3c841c7c6fab67d2844a45a853b113fa2e6cd2654"}, {file = "grpclib-0.4.8.tar.gz", hash = "sha256:d8823763780ef94fed8b2c562f7485cf0bbee15fc7d065a640673667f7719c9a"}, @@ -2818,7 +2642,6 @@ version = "0.16.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, @@ -2830,8 +2653,6 @@ version = "4.2.0" description = "Pure-Python HTTP/2 protocol implementation" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "h2-4.2.0-py3-none-any.whl", hash = "sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0"}, {file = "h2-4.2.0.tar.gz", hash = "sha256:c8a52129695e88b1a0578d8d2cc6842bbd79128ac685463b887ee278126ad01f"}, @@ -2847,8 +2668,6 @@ version = "4.1.0" description = "Pure-Python HPACK header encoding" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496"}, {file = "hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca"}, @@ -2860,7 +2679,6 @@ version = "2020.1.16" description = "Turn HTML into equivalent Markdown-structured text." optional = false python-versions = ">=3.5" -groups = ["main"] files = [ {file = "html2text-2020.1.16-py3-none-any.whl", hash = "sha256:c7c629882da0cf377d66f073329ccf34a12ed2adf0169b9285ae4e63ef54c82b"}, {file = "html2text-2020.1.16.tar.gz", hash = "sha256:e296318e16b059ddb97f7a8a1d6a5c1d7af4544049a01e261731d2d5cc277bbb"}, @@ -2872,7 +2690,6 @@ version = "1.0.9" description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, @@ -2894,8 +2711,6 @@ version = "0.22.0" description = "A comprehensive HTTP client library." optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "httplib2-0.22.0-py3-none-any.whl", hash = "sha256:14ae0a53c1ba8f3d37e9e27cf37eabb0fb9980f435ba405d546948b009dd64dc"}, {file = "httplib2-0.22.0.tar.gz", hash = "sha256:d7a10bc5ef5ab08322488bde8c726eeee5c8618723fdb399597ec58f3d82df81"}, @@ -2910,7 +2725,6 @@ version = "0.28.1" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, @@ -2923,7 +2737,7 @@ httpcore = "==1.*" idna = "*" [package.extras] -brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] +brotli = ["brotli", "brotlicffi"] cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] @@ -2935,7 +2749,6 @@ version = "0.4.0" description = "Consume Server-Sent Event (SSE) messages with HTTPX." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"}, {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"}, @@ -2947,7 +2760,6 @@ version = "10.0" description = "Human friendly output for text interfaces using Python" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -groups = ["main"] files = [ {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"}, {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"}, @@ -2962,8 +2774,6 @@ version = "6.1.0" description = "Pure-Python HTTP/2 framing" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"}, {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"}, @@ -2975,8 +2785,6 @@ version = "2.6.12" description = "File identification library for Python" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "identify-2.6.12-py2.py3-none-any.whl", hash = "sha256:ad9672d5a72e0d2ff7c5c8809b62dfa60458626352fb0eb7b55e69bdc45334a2"}, {file = "identify-2.6.12.tar.gz", hash = "sha256:d8de45749f1efb108badef65ee8386f0f7bb19a7f26185f74de6367bffbaf0e6"}, @@ -2991,7 +2799,6 @@ version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.6" -groups = ["main"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, @@ -3006,7 +2813,6 @@ version = "8.5.0" description = "Read metadata from Python packages" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"}, {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"}, @@ -3016,12 +2822,12 @@ files = [ zipp = ">=3.20" [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] perf = ["ipython"] -test = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] +test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] type = ["pytest-mypy"] [[package]] @@ -3030,7 +2836,6 @@ version = "5.6.2" description = "Correctly generate plurals, singular nouns, ordinals, indefinite articles; convert numbers to words" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "inflect-5.6.2-py3-none-any.whl", hash = "sha256:b45d91a4a28a4e617ff1821117439b06eaa86e2a4573154af0149e9be6687238"}, {file = "inflect-5.6.2.tar.gz", hash = "sha256:aadc7ed73928f5e014129794bbac03058cca35d0a973a5fc4eb45c7fa26005f9"}, @@ -3038,7 +2843,7 @@ files = [ [package.extras] docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"] -testing = ["pygments", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\""] +testing = ["pygments", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] [[package]] name = "inflection" @@ -3046,7 +2851,6 @@ version = "0.5.1" description = "A port of Ruby on Rails inflector to Python" optional = false python-versions = ">=3.5" -groups = ["main"] files = [ {file = "inflection-0.5.1-py2.py3-none-any.whl", hash = "sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2"}, {file = "inflection-0.5.1.tar.gz", hash = "sha256:1a29730d366e996aaacffb2f1f1cb9593dc38e2ddd30c91250c6dde09ea9b417"}, @@ -3058,12 +2862,10 @@ version = "2.1.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "dev,tests"] files = [ {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"}, {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [[package]] name = "invoke" @@ -3071,7 +2873,6 @@ version = "2.2.0" description = "Pythonic task execution" optional = false python-versions = ">=3.6" -groups = ["main"] files = [ {file = "invoke-2.2.0-py3-none-any.whl", hash = "sha256:6ea924cc53d4f78e3d98bc436b08069a03077e6f85ad1ddaa8a116d7dad15820"}, {file = "invoke-2.2.0.tar.gz", hash = "sha256:ee6cbb101af1a859c7fe84f2a264c059020b0cb7fe3535f9424300ab568f6bd5"}, @@ -3083,7 +2884,6 @@ version = "0.13.13" description = "IPython-enabled pdb" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -groups = ["dev"] files = [ {file = "ipdb-0.13.13-py3-none-any.whl", hash = "sha256:45529994741c4ab6d2388bfa5d7b725c2cf7fe9deffabdb8a6113aa5ed449ed4"}, {file = "ipdb-0.13.13.tar.gz", hash = "sha256:e3ac6018ef05126d442af680aad863006ec19d02290561ac88b8b1c0b0cfc726"}, @@ -3099,7 +2899,6 @@ version = "6.30.1" description = "IPython Kernel for Jupyter" optional = false python-versions = ">=3.9" -groups = ["dev"] files = [ {file = "ipykernel-6.30.1-py3-none-any.whl", hash = "sha256:aa6b9fb93dca949069d8b85b6c79b2518e32ac583ae9c7d37c51d119e18b3fb4"}, {file = "ipykernel-6.30.1.tar.gz", hash = "sha256:6abb270161896402e76b91394fcdce5d1be5d45f456671e5080572f8505be39b"}, @@ -3133,12 +2932,10 @@ version = "9.4.0" description = "IPython: Productive Interactive Computing" optional = false python-versions = ">=3.11" -groups = ["main", "dev"] files = [ {file = "ipython-9.4.0-py3-none-any.whl", hash = "sha256:25850f025a446d9b359e8d296ba175a36aedd32e83ca9b5060430fe16801f066"}, {file = "ipython-9.4.0.tar.gz", hash = "sha256:c033c6d4e7914c3d9768aabe76bbe87ba1dc66a92a05db6bfa1125d81f2ee270"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] colorama = {version = "*", markers = "sys_platform == \"win32\""} @@ -3167,12 +2964,10 @@ version = "1.1.1" description = "Defines a variety of Pygments lexers for highlighting IPython code." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "ipython_pygments_lexers-1.1.1-py3-none-any.whl", hash = "sha256:a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c"}, {file = "ipython_pygments_lexers-1.1.1.tar.gz", hash = "sha256:09c0138009e56b6854f9535736f4171d855c8c08a563a0dcd8022f78355c7e81"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] pygments = "*" @@ -3183,7 +2978,6 @@ version = "5.13.2" description = "A Python utility / library to sort Python imports." optional = false python-versions = ">=3.8.0" -groups = ["main"] files = [ {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"}, {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"}, @@ -3198,8 +2992,6 @@ version = "2.2.0" description = "Safely pass data to untrusted environments and back." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"}, {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"}, @@ -3211,12 +3003,10 @@ version = "0.19.2" description = "An autocompletion tool for Python that can be used for text editors." optional = false python-versions = ">=3.6" -groups = ["main", "dev"] files = [ {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"}, {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] parso = ">=0.8.4,<0.9.0" @@ -3232,7 +3022,6 @@ version = "3.1.6" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"}, {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"}, @@ -3250,7 +3039,6 @@ version = "0.10.0" description = "Fast iterable JSON parser." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"}, {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"}, @@ -3337,8 +3125,6 @@ version = "1.0.1" description = "JSON Matching Expressions" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"}, {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"}, @@ -3350,7 +3136,6 @@ version = "1.5.1" description = "Lightweight pipelining with Python functions" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "joblib-1.5.1-py3-none-any.whl", hash = "sha256:4719a31f054c7d766948dcd83e9613686b27114f190f717cec7eaa2084f8a74a"}, {file = "joblib-1.5.1.tar.gz", hash = "sha256:f4f86e351f39fe3d0d32a9f2c3d8af1ee4cec285aafcb27003dda5205576b444"}, @@ -3362,8 +3147,6 @@ version = "1.33" description = "Apply JSON-Patches (RFC 6902)" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"}, {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"}, @@ -3378,8 +3161,6 @@ version = "3.0.0" description = "Identify specific nodes in a JSON document (RFC 6901)" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"}, {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"}, @@ -3391,7 +3172,6 @@ version = "1.1.0" description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python." optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9"}, {file = "jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552"}, @@ -3403,7 +3183,6 @@ version = "4.25.0" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "jsonschema-4.25.0-py3-none-any.whl", hash = "sha256:24c2e8da302de79c8b9382fee3e76b355e44d2a4364bb207159ce10b517bd716"}, {file = "jsonschema-4.25.0.tar.gz", hash = "sha256:e63acf5c11762c0e6672ffb61482bdf57f0876684d8d249c0fe2d730d48bc55f"}, @@ -3425,7 +3204,6 @@ version = "2025.4.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"}, {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"}, @@ -3440,7 +3218,6 @@ version = "8.6.3" description = "Jupyter protocol implementation and client libraries" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"}, {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"}, @@ -3455,7 +3232,7 @@ traitlets = ">=5.3" [package.extras] docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"] -test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] +test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] [[package]] name = "jupyter-core" @@ -3463,7 +3240,6 @@ version = "5.8.1" description = "Jupyter core package. A base package on which Jupyter projects rely." optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "jupyter_core-5.8.1-py3-none-any.whl", hash = "sha256:c28d268fc90fb53f1338ded2eb410704c5449a358406e8a948b75706e24863d0"}, {file = "jupyter_core-5.8.1.tar.gz", hash = "sha256:0a5f9706f70e64786b75acba995988915ebd4601c8a52e534a40b51c95f59941"}, @@ -3484,7 +3260,6 @@ version = "1.4.8" description = "A fast implementation of the Cassowary constraint solver" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"}, {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"}, @@ -3574,8 +3349,6 @@ version = "0.3.27" description = "Building applications with LLMs through composability" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"}, {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"}, @@ -3615,8 +3388,6 @@ version = "0.3.27" description = "Community contributed LangChain integrations." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"}, {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"}, @@ -3645,8 +3416,6 @@ version = "0.3.72" description = "Building applications with LLMs through composability" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"}, {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"}, @@ -3667,8 +3436,6 @@ version = "0.3.9" description = "LangChain text splitting utilities" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langchain_text_splitters-0.3.9-py3-none-any.whl", hash = "sha256:cee0bb816211584ea79cc79927317c358543f40404bcfdd69e69ba3ccde54401"}, {file = "langchain_text_splitters-0.3.9.tar.gz", hash = "sha256:7cd1e5a3aaf609979583eeca2eb34177622570b8fa8f586a605c6b1c34e7ebdb"}, @@ -3683,8 +3450,6 @@ version = "0.4.13" description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langsmith-0.4.13-py3-none-any.whl", hash = "sha256:dab7b16ee16986995007bf5a777f45c18f8bf7453f67ae2ebcb46ce43c214297"}, {file = "langsmith-0.4.13.tar.gz", hash = "sha256:1ae7dbb5d8150647406f49885a2dd16ab12bd990254b5dc23718838b3d086fde"}, @@ -3708,14 +3473,13 @@ vcr = ["vcrpy (>=7.0.0)"] [[package]] name = "letta-client" -version = "0.1.246" +version = "0.1.271" description = "" optional = false python-versions = "<4.0,>=3.8" -groups = ["main"] files = [ - {file = "letta_client-0.1.246-py3-none-any.whl", hash = "sha256:93abe146304d8264e50f0c40af922e449b1086f79f6ef386887cd229ddcde6c4"}, - {file = "letta_client-0.1.246.tar.gz", hash = "sha256:7dfa5cc0a6bacf5f1c95c033f8eb2b5b31f3e33079066179cea9f4c293841676"}, + {file = 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-3812,7 +3572,6 @@ version = "0.4.4" description = "llama-index cli" optional = false python-versions = "<4.0,>=3.9" -groups = ["main"] files = [ {file = "llama_index_cli-0.4.4-py3-none-any.whl", hash = "sha256:1070593cf79407054735ab7a23c5a65a26fc18d264661e42ef38fc549b4b7658"}, {file = "llama_index_cli-0.4.4.tar.gz", hash = "sha256:c3af0cf1e2a7e5ef44d0bae5aa8e8872b54c5dd6b731afbae9f13ffeb4997be0"}, @@ -3829,7 +3588,6 @@ version = "0.12.42" description = "Interface between LLMs and your data" optional = false python-versions = "<4.0,>=3.9" -groups = ["main"] files = [ {file = "llama_index_core-0.12.42-py3-none-any.whl", hash = "sha256:0534cd9a4f6113175aa406a47ae9a683b5a43fd55532e9dbbffa96838ff18e07"}, {file = "llama_index_core-0.12.42.tar.gz", hash = "sha256:cff21fe15610826997c876a6b1d28d52727932c5f9c2af04b23e041a10f40a24"}, @@ -3867,7 +3625,6 @@ version = "0.3.1" description = "llama-index embeddings openai integration" optional = false python-versions = "<4.0,>=3.9" -groups = ["main"] files = [ {file = "llama_index_embeddings_openai-0.3.1-py3-none-any.whl", hash = "sha256:f15a3d13da9b6b21b8bd51d337197879a453d1605e625a1c6d45e741756c0290"}, {file = "llama_index_embeddings_openai-0.3.1.tar.gz", hash = "sha256:1368aad3ce24cbaed23d5ad251343cef1eb7b4a06d6563d6606d59cb347fef20"}, @@ -3883,7 +3640,6 @@ version = "0.8.0" description = "llama-index indices llama-cloud integration" optional = false python-versions = "<4.0,>=3.9" -groups = ["main"] files = [ {file = "llama_index_indices_managed_llama_cloud-0.8.0-py3-none-any.whl", hash = "sha256:817d6bd4715d45522e7165d29208e093d06179cc1bc5f9590382245f73dfd7aa"}, {file = "llama_index_indices_managed_llama_cloud-0.8.0.tar.gz", hash = "sha256:762de10d3949e04997766f6a665ed4503394d82ea4b3339139a365edde6e753e"}, @@ -3899,7 +3655,6 @@ version = "0.4.7" description = "llama-index llms openai integration" optional = false python-versions = "<4.0,>=3.9" -groups = ["main"] files = [ {file = "llama_index_llms_openai-0.4.7-py3-none-any.whl", hash = "sha256:3b8d9d3c1bcadc2cff09724de70f074f43eafd5b7048a91247c9a41b7cd6216d"}, {file = "llama_index_llms_openai-0.4.7.tar.gz", hash = "sha256:564af8ab39fb3f3adfeae73a59c0dca46c099ab844a28e725eee0c551d4869f8"}, @@ -3915,7 +3670,6 @@ version = "0.5.1" description = "llama-index multi-modal-llms openai integration" optional = false python-versions = "<4.0,>=3.9" -groups = ["main"] files = [ {file = "llama_index_multi_modal_llms_openai-0.5.1-py3-none-any.whl", hash = "sha256:69bb9c310c323ce51038f0d40719f546d0d4e0853835a4f5cfa21f07dbb0b91e"}, {file = "llama_index_multi_modal_llms_openai-0.5.1.tar.gz", hash = "sha256:df3aff00c36023c5f8c49f972a325f71823ed0f4dd9cd479955d76afc146575f"}, @@ -3931,7 +3685,6 @@ version = "0.3.2" description = "llama-index program openai integration" optional = false python-versions = "<4.0,>=3.9" -groups = ["main"] files = [ {file = "llama_index_program_openai-0.3.2-py3-none-any.whl", hash = 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"sha256:c707b31152155c9bae84e316fab790bbc8c85f4d8825ce5ee386ebeb7db258f1"}, @@ -4019,8 +3768,6 @@ version = "2.37.14" description = "Developer-friendly load testing framework" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "locust-2.37.14-py3-none-any.whl", hash = "sha256:f3cc7a32673b54b3b1b9aa2214a665b3c6a0b0c90c2cc75b0f3bf49d27e07abf"}, {file = "locust-2.37.14.tar.gz", hash = "sha256:1d6d9e49d335216d456c3be77c04cc79674581c0f8860c910cd3152d0b9bb26b"}, @@ -4039,8 +3786,8 @@ psutil = ">=5.9.1" pywin32 = {version = "*", markers = "sys_platform == \"win32\""} pyzmq = ">=25.0.0" requests = [ - {version = ">=2.32.2", markers = "python_version > \"3.11\""}, {version = ">=2.26.0", markers = "python_version <= \"3.11\""}, + {version = ">=2.32.2", markers = "python_version > \"3.11\""}, ] setuptools = ">=70.0.0" werkzeug = ">=2.0.0" @@ -4051,8 +3798,6 @@ version = "1.26.3" description = "Locust Cloud" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "locust_cloud-1.26.3-py3-none-any.whl", hash = "sha256:8cb4b8bb9adcd5b99327bc8ed1d98cf67a29d9d29512651e6e94869de6f1faa8"}, {file = "locust_cloud-1.26.3.tar.gz", hash = "sha256:587acfd4d2dee715fb5f0c3c2d922770babf0b7cff7b2927afbb693a9cd193cc"}, @@ -4071,7 +3816,6 @@ version = "6.0.0" description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "lxml-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:35bc626eec405f745199200ccb5c6b36f202675d204aa29bb52e27ba2b71dea8"}, {file = "lxml-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:246b40f8a4aec341cbbf52617cad8ab7c888d944bfe12a6abd2b1f6cfb6f6082"}, @@ -4181,7 +3925,6 @@ version = "0.6.2" description = "A tool to determine the content type of a file with deep learning" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "magika-0.6.2-py3-none-any.whl", hash = "sha256:5ef72fbc07723029b3684ef81454bc224ac5f60986aa0fc5a28f4456eebcb5b2"}, {file = "magika-0.6.2-py3-none-macosx_11_0_arm64.whl", hash = "sha256:9109309328a1553886c8ff36c2ee9a5e9cfd36893ad81b65bf61a57debdd9d0e"}, @@ -4193,8 +3936,8 @@ files = [ [package.dependencies] click = ">=8.1.7" numpy = [ - {version = ">=1.26", markers = "python_version == \"3.12\""}, {version = ">=1.24", markers = "python_version < \"3.12\""}, + {version = ">=1.26", markers = "python_version >= \"3.12\" and python_version < \"3.13\""}, {version = ">=2.1.0", markers = "python_version >= \"3.13\""}, ] onnxruntime = {version = ">=1.17.0", markers = "python_version > \"3.9\""} @@ -4206,7 +3949,6 @@ version = "1.3.10" description = "A super-fast templating language that borrows the best ideas from the existing templating languages." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"}, {file = "mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28"}, @@ -4226,7 +3968,6 @@ version = "1.10.0" description = "Convert Word documents from docx to simple and clean HTML and Markdown" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "mammoth-1.10.0-py2.py3-none-any.whl", hash = "sha256:a1c87d5b98ca30230394267f98614b58b14b50f8031dc33ac9a535c6ab04eb99"}, {file = "mammoth-1.10.0.tar.gz", hash = "sha256:cb6fbba41ccf8b5502859c457177d87a833fef0e0b1d4e6fd23ec372fe892c30"}, @@ -4241,7 +3982,6 @@ version = "3.0.0" description = "Python port of markdown-it. Markdown parsing, done right!" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"}, {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"}, @@ -4266,7 +4006,6 @@ version = "1.1.0" description = "Convert HTML to markdown." optional = false python-versions = "*" -groups = ["main"] files = [ {file = "markdownify-1.1.0-py3-none-any.whl", hash = "sha256:32a5a08e9af02c8a6528942224c91b933b4bd2c7d078f9012943776fc313eeef"}, {file = "markdownify-1.1.0.tar.gz", hash = "sha256:449c0bbbf1401c5112379619524f33b63490a8fa479456d41de9dc9e37560ebd"}, @@ -4282,7 +4021,6 @@ version = "0.1.2" description = "Utility tool for converting various files to Markdown" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "markitdown-0.1.2-py3-none-any.whl", hash = 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"sha256:3350409f20a70a7e4e11a27661187b77cdcaeb20abca41c1454fe33636bea09c"}, {file = "marshmallow-3.26.1.tar.gz", hash = "sha256:e6d8affb6cb61d39d26402096dc0aee12d5a26d490a121f118d2e81dc0719dc6"}, @@ -4409,7 +4145,6 @@ version = "1.4.2" description = "SQLAlchemy integration with the marshmallow (de)serialization library" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "marshmallow_sqlalchemy-1.4.2-py3-none-any.whl", hash = "sha256:65aee301c4601e76a2fdb02764a65c18913afba2a3506a326c625d13ab405b40"}, {file = "marshmallow_sqlalchemy-1.4.2.tar.gz", hash = "sha256:6410304bf98ec26ea35f3f9d3cee82e51fd093c434612add32a0bdcdb5668f7c"}, @@ -4421,7 +4156,7 @@ SQLAlchemy = ">=1.4.40,<3.0" [package.extras] dev = ["marshmallow-sqlalchemy[tests]", "pre-commit (>=3.5,<5.0)", "tox"] -docs = ["furo (==2024.8.6)", "sphinx (==8.2.3) ; python_version >= \"3.11\"", "sphinx-copybutton (==0.5.2)", "sphinx-design (==0.6.1)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.10.0)"] +docs = ["furo (==2024.8.6)", "sphinx (==8.2.3)", "sphinx-copybutton (==0.5.2)", "sphinx-design (==0.6.1)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.10.0)"] tests = ["pytest (<9)", "pytest-lazy-fixtures"] [[package]] @@ -4430,7 +4165,6 @@ version = "3.10.5" description = "Python plotting package" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "matplotlib-3.10.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:5d4773a6d1c106ca05cb5a5515d277a6bb96ed09e5c8fab6b7741b8fcaa62c8f"}, {file = "matplotlib-3.10.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc88af74e7ba27de6cbe6faee916024ea35d895ed3d61ef6f58c4ce97da7185a"}, @@ -4509,12 +4243,10 @@ version = "0.1.7" description = "Inline Matplotlib backend for Jupyter" optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"}, {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] traitlets = "*" @@ -4525,7 +4257,6 @@ version = "1.10.1" description = "Model Context Protocol SDK" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "mcp-1.10.1-py3-none-any.whl", hash = "sha256:4d08301aefe906dce0fa482289db55ce1db831e3e67212e65b5e23ad8454b3c5"}, {file = "mcp-1.10.1.tar.gz", hash = "sha256:aaa0957d8307feeff180da2d9d359f2b801f35c0c67f1882136239055ef034c2"}, @@ -4556,7 +4287,6 @@ version = "0.1.2" description = "Markdown URL utilities" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"}, {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"}, @@ -4568,7 +4298,6 @@ version = "1.9.3" description = "Python Client SDK for the Mistral AI API." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "mistralai-1.9.3-py3-none-any.whl", hash = "sha256:962445e7cebadcbfbcd1daf973e853a832dcf7aba6320468fcf7e2cf5f943aec"}, {file = "mistralai-1.9.3.tar.gz", hash = "sha256:a69806247ed3a67820ecfc9a68b7dbc0c6120dad5e5c3d507bd57fa388b491b7"}, @@ -4582,7 +4311,7 @@ python-dateutil = ">=2.8.2" typing-inspection = ">=0.4.0" [package.extras] -agents = ["authlib (>=1.5.2,<2.0)", "griffe (>=1.7.3,<2.0)", "mcp (>=1.0,<2.0) ; python_version >= \"3.10\""] +agents = ["authlib (>=1.5.2,<2.0)", "griffe (>=1.7.3,<2.0)", "mcp (>=1.0,<2.0)"] gcp = ["google-auth (>=2.27.0)", "requests (>=2.32.3)"] [[package]] @@ -4591,8 +4320,6 @@ version = "1.1.1" description = "Python client library for Modal" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "modal-1.1.1-py3-none-any.whl", hash = "sha256:ec2e2f68848a29228b61a646d2af7ac239558c005b66ca996d7c6c5de587ae36"}, {file = "modal-1.1.1.tar.gz", hash = "sha256:f353ca3b6151abec0b253c398198261859ceab79dbaa2238a58d068ce889b2c0"}, @@ -4619,7 +4346,6 @@ version = "1.3.0" description = "Python library for arbitrary-precision floating-point arithmetic" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"}, {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"}, @@ -4628,7 +4354,7 @@ files = [ [package.extras] develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"] docs = ["sphinx"] -gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""] +gmpy = ["gmpy2 (>=2.1.0a4)"] tests = ["pytest (>=4.6)"] [[package]] @@ -4637,8 +4363,6 @@ version = "1.1.1" description = "MessagePack serializer" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "msgpack-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:353b6fc0c36fde68b661a12949d7d49f8f51ff5fa019c1e47c87c4ff34b080ed"}, {file = "msgpack-1.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:79c408fcf76a958491b4e3b103d1c417044544b68e96d06432a189b43d1215c8"}, @@ -4707,7 +4431,6 @@ version = "6.6.3" description = "multidict implementation" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a2be5b7b35271f7fff1397204ba6708365e3d773579fe2a30625e16c4b4ce817"}, {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12f4581d2930840295c461764b9a65732ec01250b46c6b2c510d7ee68872b140"}, @@ -4827,7 +4550,6 @@ version = "1.1.0" description = "Type system extensions for programs checked with the mypy type checker." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"}, {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"}, @@ -4839,7 +4561,6 @@ version = "1.6.0" description = "Patch asyncio to allow nested event loops" optional = false python-versions = ">=3.5" -groups = ["main", "dev"] files = [ {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"}, {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"}, @@ -4851,7 +4572,6 @@ version = "3.5" description = "Python package for creating and manipulating graphs and networks" optional = false python-versions = ">=3.11" -groups = ["main"] files = [ {file = "networkx-3.5-py3-none-any.whl", hash = "sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec"}, {file = "networkx-3.5.tar.gz", hash = "sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037"}, @@ -4872,7 +4592,6 @@ version = "3.9.1" description = "Natural Language Toolkit" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"}, {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"}, @@ -4898,8 +4617,6 @@ version = "1.9.1" description = "Node.js virtual environment builder" optional = true python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\" or extra == \"desktop\"" files = [ {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, @@ -4911,7 +4628,6 @@ version = "2.3.2" description = "Fundamental package for array computing in Python" optional = false python-versions = ">=3.11" -groups = ["main"] files = [ {file = "numpy-2.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:852ae5bed3478b92f093e30f785c98e0cb62fa0a939ed057c31716e18a7a22b9"}, {file = "numpy-2.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7a0e27186e781a69959d0230dd9909b5e26024f8da10683bd6344baea1885168"}, @@ -4995,7 +4711,6 @@ version = "1.22.1" description = "ONNX Runtime is a runtime accelerator for Machine Learning models" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "onnxruntime-1.22.1-cp310-cp310-macosx_13_0_universal2.whl", hash = "sha256:80e7f51da1f5201c1379b8d6ef6170505cd800e40da216290f5e06be01aadf95"}, {file = "onnxruntime-1.22.1-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b89ddfdbbdaf7e3a59515dee657f6515601d55cb21a0f0f48c81aefc54ff1b73"}, @@ -5031,7 +4746,6 @@ version = "1.99.9" description = "The official Python library for the openai API" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "openai-1.99.9-py3-none-any.whl", hash = "sha256:9dbcdb425553bae1ac5d947147bebbd630d91bbfc7788394d4c4f3a35682ab3a"}, {file = "openai-1.99.9.tar.gz", hash = "sha256:f2082d155b1ad22e83247c3de3958eb4255b20ccf4a1de2e6681b6957b554e92"}, @@ -5059,7 +4773,6 @@ version = "1.30.0" description = "OpenTelemetry Python API" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_api-1.30.0-py3-none-any.whl", hash = "sha256:d5f5284890d73fdf47f843dda3210edf37a38d66f44f2b5aedc1e89ed455dc09"}, {file = "opentelemetry_api-1.30.0.tar.gz", hash = "sha256:375893400c1435bf623f7dfb3bcd44825fe6b56c34d0667c542ea8257b1a1240"}, @@ -5075,7 +4788,6 @@ version = "1.30.0" description = "OpenTelemetry Collector Exporters" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp-1.30.0-py3-none-any.whl", hash = "sha256:44e11054ec571ccfed73a83c6429dee5d334d061d0e0572e3160d6de97156dbc"}, {file = "opentelemetry_exporter_otlp-1.30.0.tar.gz", hash = "sha256:da7769f95cd5be5b09dd4188ac153a33709eda652217f2d10aed6518c8e60f0d"}, @@ -5091,7 +4803,6 @@ version = "1.30.0" description = "OpenTelemetry Protobuf encoding" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_common-1.30.0-py3-none-any.whl", hash = "sha256:5468007c81aa9c44dc961ab2cf368a29d3475977df83b4e30aeed42aa7bc3b38"}, {file = "opentelemetry_exporter_otlp_proto_common-1.30.0.tar.gz", hash = "sha256:ddbfbf797e518411857d0ca062c957080279320d6235a279f7b64ced73c13897"}, @@ -5106,7 +4817,6 @@ version = "1.30.0" description = "OpenTelemetry Collector Protobuf over gRPC Exporter" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0-py3-none-any.whl", hash = "sha256:2906bcae3d80acc54fd1ffcb9e44d324e8631058b502ebe4643ca71d1ff30830"}, {file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0.tar.gz", hash = "sha256:d0f10f0b9b9a383b7d04a144d01cb280e70362cccc613987e234183fd1f01177"}, @@ -5127,7 +4837,6 @@ version = "1.30.0" description = "OpenTelemetry Collector Protobuf over HTTP Exporter" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_http-1.30.0-py3-none-any.whl", hash = "sha256:9578e790e579931c5ffd50f1e6975cbdefb6a0a0a5dea127a6ae87df10e0a589"}, {file = "opentelemetry_exporter_otlp_proto_http-1.30.0.tar.gz", hash = "sha256:c3ae75d4181b1e34a60662a6814d0b94dd33b628bee5588a878bed92cee6abdc"}, @@ -5148,7 +4857,6 @@ version = "0.51b0" description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_instrumentation-0.51b0-py3-none-any.whl", hash = "sha256:c6de8bd26b75ec8b0e54dff59e198946e29de6a10ec65488c357d4b34aa5bdcf"}, {file = "opentelemetry_instrumentation-0.51b0.tar.gz", hash = "sha256:4ca266875e02f3988536982467f7ef8c32a38b8895490ddce9ad9604649424fa"}, @@ -5166,7 +4874,6 @@ version = "0.51b0" description = "OpenTelemetry requests instrumentation" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_instrumentation_requests-0.51b0-py3-none-any.whl", hash = "sha256:0723aaafaeb2a825723f31c0bf644f9642377046063d1a52fc86571ced87feac"}, {file = "opentelemetry_instrumentation_requests-0.51b0.tar.gz", hash = "sha256:e7f4bd3ffcab6ebcce8a1c652af218e050354c8e7cac2c34814292d4de75167a"}, @@ -5187,7 +4894,6 @@ version = "0.51b0" description = "OpenTelemetry SQLAlchemy instrumentation" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_instrumentation_sqlalchemy-0.51b0-py3-none-any.whl", hash = "sha256:5ff4816228b496aef1511149e2b17a25e0faacec4d5eb65bf18a9964af40f1af"}, {file = "opentelemetry_instrumentation_sqlalchemy-0.51b0.tar.gz", hash = "sha256:dbfe95b69006017f903dda194606be458d54789e6b3419d37161fb8861bb98a5"}, @@ -5209,7 +4915,6 @@ version = "1.30.0" description = "OpenTelemetry Python Proto" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_proto-1.30.0-py3-none-any.whl", hash = "sha256:c6290958ff3ddacc826ca5abbeb377a31c2334387352a259ba0df37c243adc11"}, {file = "opentelemetry_proto-1.30.0.tar.gz", hash = "sha256:afe5c9c15e8b68d7c469596e5b32e8fc085eb9febdd6fb4e20924a93a0389179"}, @@ -5224,7 +4929,6 @@ version = "1.30.0" description = "OpenTelemetry Python SDK" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_sdk-1.30.0-py3-none-any.whl", hash = "sha256:14fe7afc090caad881addb6926cec967129bd9260c4d33ae6a217359f6b61091"}, {file = "opentelemetry_sdk-1.30.0.tar.gz", hash = "sha256:c9287a9e4a7614b9946e933a67168450b9ab35f08797eb9bc77d998fa480fa18"}, @@ -5241,7 +4945,6 @@ version = "0.51b0" description = "OpenTelemetry Semantic Conventions" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_semantic_conventions-0.51b0-py3-none-any.whl", hash = "sha256:fdc777359418e8d06c86012c3dc92c88a6453ba662e941593adb062e48c2eeae"}, {file = "opentelemetry_semantic_conventions-0.51b0.tar.gz", hash = "sha256:3fabf47f35d1fd9aebcdca7e6802d86bd5ebc3bc3408b7e3248dde6e87a18c47"}, @@ -5257,7 +4960,6 @@ version = "0.51b0" description = "Web util for OpenTelemetry" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "opentelemetry_util_http-0.51b0-py3-none-any.whl", hash = "sha256:0561d7a6e9c422b9ef9ae6e77eafcfcd32a2ab689f5e801475cbb67f189efa20"}, {file = "opentelemetry_util_http-0.51b0.tar.gz", hash = "sha256:05edd19ca1cc3be3968b1e502fd94816901a365adbeaab6b6ddb974384d3a0b9"}, @@ -5269,7 +4971,6 @@ version = "3.11.1" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "orjson-3.11.1-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:92d771c492b64119456afb50f2dff3e03a2db8b5af0eba32c5932d306f970532"}, {file = "orjson-3.11.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0085ef83a4141c2ed23bfec5fecbfdb1e95dd42fc8e8c76057bdeeec1608ea65"}, @@ -5362,7 +5063,6 @@ version = "24.2" description = "Core utilities for Python packages" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "dev,tests"] files = [ {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"}, {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"}, @@ -5374,7 +5074,6 @@ version = "2.2.3" description = "Powerful data structures for data analysis, time series, and statistics" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"}, {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"}, @@ -5422,8 +5121,8 @@ files = [ [package.dependencies] numpy = [ - {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, {version = ">=1.23.2", markers = "python_version == \"3.11\""}, + {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, ] python-dateutil = ">=2.8.2" pytz = ">=2020.1" @@ -5460,7 +5159,6 @@ version = "4.0.0" description = "SSH2 protocol library" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "paramiko-4.0.0-py3-none-any.whl", hash = "sha256:0e20e00ac666503bf0b4eda3b6d833465a2b7aff2e2b3d79a8bba5ef144ee3b9"}, {file = "paramiko-4.0.0.tar.gz", hash = "sha256:6a25f07b380cc9c9a88d2b920ad37167ac4667f8d9886ccebd8f90f654b5d69f"}, @@ -5473,7 +5171,7 @@ invoke = ">=2.0" pynacl = ">=1.5" [package.extras] -gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""] +gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"] [[package]] name = "parso" @@ -5481,12 +5179,10 @@ version = "0.8.4" description = "A Python Parser" optional = false python-versions = ">=3.6" -groups = ["main", "dev"] files = [ {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"}, {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"] @@ -5498,7 +5194,6 @@ version = "0.12.1" description = "Utility library for gitignore style pattern matching of file paths." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, @@ -5510,7 +5205,6 @@ version = "3.3.1" description = "pathvalidate is a Python library to sanitize/validate a string such as filenames/file-paths/etc." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "pathvalidate-3.3.1-py3-none-any.whl", hash = "sha256:5263baab691f8e1af96092fa5137ee17df5bdfbd6cff1fcac4d6ef4bc2e1735f"}, {file = "pathvalidate-3.3.1.tar.gz", hash = "sha256:b18c07212bfead624345bb8e1d6141cdcf15a39736994ea0b94035ad2b1ba177"}, @@ -5527,7 +5221,6 @@ version = "20250506" description = "PDF parser and analyzer" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "pdfminer_six-20250506-py3-none-any.whl", hash = "sha256:d81ad173f62e5f841b53a8ba63af1a4a355933cfc0ffabd608e568b9193909e3"}, {file = "pdfminer_six-20250506.tar.gz", hash = "sha256:b03cc8df09cf3c7aba8246deae52e0bca7ebb112a38895b5e1d4f5dd2b8ca2e7"}, @@ -5538,7 +5231,7 @@ charset-normalizer = ">=2.0.0" cryptography = ">=36.0.0" [package.extras] -dev = ["atheris ; python_version < \"3.12\"", "black", "mypy (==0.931)", "nox", "pytest"] +dev = ["atheris", "black", "mypy (==0.931)", "nox", "pytest"] docs = ["sphinx", "sphinx-argparse"] image = ["Pillow"] @@ -5548,12 +5241,10 @@ version = "4.9.0" description = "Pexpect allows easy control of interactive console applications." optional = false python-versions = "*" -groups = ["main", "dev"] files = [ {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"}, {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\"", dev = "sys_platform != \"win32\" and sys_platform != \"emscripten\" or extra == \"dev\" or extra == \"all\""} [package.dependencies] ptyprocess = ">=0.5" @@ -5564,8 +5255,6 @@ version = "1.31.4" description = "PostgreSQL interface library" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "pg8000-1.31.4-py3-none-any.whl", hash = "sha256:d14fb2054642ee80f9a216721892e99e19db60a005358460ffa48872351423d4"}, {file = "pg8000-1.31.4.tar.gz", hash = "sha256:e7ecce4339891f27b0b22e2f79eb9efe44118bd384207359fc18350f788ace00"}, @@ -5581,8 +5270,6 @@ version = "0.2.5" description = "pgvector support for Python" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"postgres\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "pgvector-0.2.5-py2.py3-none-any.whl", hash = "sha256:5e5e93ec4d3c45ab1fa388729d56c602f6966296e19deee8878928c6d567e41b"}, ] @@ -5596,7 +5283,6 @@ version = "10.4.0" description = "Python Imaging Library (Fork)" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "pillow-10.4.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:4d9667937cfa347525b319ae34375c37b9ee6b525440f3ef48542fcf66f2731e"}, {file = "pillow-10.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:543f3dc61c18dafb755773efc89aae60d06b6596a63914107f75459cf984164d"}, @@ -5685,7 +5371,7 @@ docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline fpx = ["olefile"] mic = ["olefile"] tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"] -typing = ["typing-extensions ; python_version < \"3.10\""] +typing = ["typing-extensions"] xmp = ["defusedxml"] [[package]] @@ -5694,8 +5380,6 @@ version = "7.3.0" description = "Pinecone client and SDK" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "pinecone-7.3.0-py3-none-any.whl", hash = "sha256:315b8fef20320bef723ecbb695dec0aafa75d8434d86e01e5a0e85933e1009a8"}, {file = "pinecone-7.3.0.tar.gz", hash = "sha256:307edc155621d487c20dc71b76c3ad5d6f799569ba42064190d03917954f9a7b"}, @@ -5710,13 +5394,13 @@ pinecone-plugin-interface = ">=0.0.7,<0.0.8" python-dateutil = ">=2.5.3" typing-extensions = ">=3.7.4" urllib3 = [ - {version = ">=1.26.5", markers = "python_version >= \"3.12\" and python_version < \"4.0\""}, {version = ">=1.26.0", markers = "python_version >= \"3.8\" and python_version < \"3.12\""}, + {version = ">=1.26.5", markers = "python_version >= \"3.12\" and python_version < \"4.0\""}, ] [package.extras] asyncio = ["aiohttp (>=3.9.0)", "aiohttp-retry (>=2.9.1,<3.0.0)"] -grpc = ["googleapis-common-protos (>=1.66.0)", "grpcio (>=1.44.0) ; python_version >= \"3.8\" and python_version < \"3.11\"", "grpcio (>=1.59.0) ; python_version >= \"3.11\" and python_version < \"4.0\"", "grpcio (>=1.68.0) ; python_version >= \"3.13\" and python_version < \"4.0\"", "lz4 (>=3.1.3)", "protobuf (>=5.29,<6.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"] +grpc = ["googleapis-common-protos (>=1.66.0)", "grpcio (>=1.44.0)", "grpcio (>=1.59.0)", "grpcio (>=1.68.0)", "lz4 (>=3.1.3)", "protobuf (>=5.29,<6.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"] [[package]] name = "pinecone-plugin-assistant" @@ -5724,8 +5408,6 @@ version = "1.7.0" description = "Assistant plugin for Pinecone SDK" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "pinecone_plugin_assistant-1.7.0-py3-none-any.whl", hash = "sha256:864cb8e7930588e6c2da97c6d44f0240969195f43fa303c5db76cbc12bf903a5"}, {file = "pinecone_plugin_assistant-1.7.0.tar.gz", hash = "sha256:e26e3ba10a8b71c3da0d777cff407668022e82963c4913d0ffeb6c552721e482"}, @@ -5741,8 +5423,6 @@ version = "0.0.7" description = "Plugin interface for the Pinecone python client" optional = true python-versions = "<4.0,>=3.8" -groups = ["main"] -markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "pinecone_plugin_interface-0.0.7-py3-none-any.whl", hash = "sha256:875857ad9c9fc8bbc074dbe780d187a2afd21f5bfe0f3b08601924a61ef1bba8"}, {file = "pinecone_plugin_interface-0.0.7.tar.gz", hash = "sha256:b8e6675e41847333aa13923cc44daa3f85676d7157324682dc1640588a982846"}, @@ -5754,7 +5434,6 @@ version = "4.3.8" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." optional = false python-versions = ">=3.9" -groups = ["main", "dev"] files = [ {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"}, {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"}, @@ -5771,12 +5450,10 @@ version = "1.6.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.9" -groups = ["main", "dev", "dev,tests"] files = [ {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"}, {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] dev = ["pre-commit", "tox"] @@ -5788,8 +5465,6 @@ version = "3.8.0" description = "A framework for managing and maintaining multi-language pre-commit hooks." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "pre_commit-3.8.0-py2.py3-none-any.whl", hash = "sha256:9a90a53bf82fdd8778d58085faf8d83df56e40dfe18f45b19446e26bf1b3a63f"}, {file = "pre_commit-3.8.0.tar.gz", hash = "sha256:8bb6494d4a20423842e198980c9ecf9f96607a07ea29549e180eef9ae80fe7af"}, @@ -5808,7 +5483,6 @@ version = "3.16.0" description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "prettytable-3.16.0-py3-none-any.whl", hash = "sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa"}, {file = "prettytable-3.16.0.tar.gz", hash = "sha256:3c64b31719d961bf69c9a7e03d0c1e477320906a98da63952bc6698d6164ff57"}, @@ -5826,7 +5500,6 @@ version = "3.0.51" description = "Library for building powerful interactive command lines in Python" optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "prompt_toolkit-3.0.51-py3-none-any.whl", hash = "sha256:52742911fde84e2d423e2f9a4cf1de7d7ac4e51958f648d9540e0fb8db077b07"}, {file = "prompt_toolkit-3.0.51.tar.gz", hash = "sha256:931a162e3b27fc90c86f1b48bb1fb2c528c2761475e57c9c06de13311c7b54ed"}, @@ -5841,7 +5514,6 @@ version = "0.3.2" description = "Accelerated property cache" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"}, {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"}, @@ -5949,8 +5621,6 @@ version = "1.26.1" description = "Beautiful, Pythonic protocol buffers" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"}, {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"}, @@ -5968,7 +5638,6 @@ version = "5.29.5" description = "" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "protobuf-5.29.5-cp310-abi3-win32.whl", hash = "sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079"}, {file = "protobuf-5.29.5-cp310-abi3-win_amd64.whl", hash = "sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc"}, @@ -5989,7 +5658,6 @@ version = "7.0.0" description = "Cross-platform lib for process and system monitoring in Python. NOTE: the syntax of this script MUST be kept compatible with Python 2.7." optional = false python-versions = ">=3.6" -groups = ["main", "dev"] files = [ {file = "psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25"}, {file = "psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da"}, @@ -6002,7 +5670,6 @@ files = [ {file = "psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553"}, {file = "psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456"}, ] -markers = {main = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\""} [package.extras] dev = ["abi3audit", "black (==24.10.0)", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest", "pytest-cov", "pytest-xdist", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel"] @@ -6014,8 +5681,6 @@ version = "2.9.10" description = "psycopg2 - Python-PostgreSQL Database Adapter" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "psycopg2-2.9.10-cp310-cp310-win32.whl", hash = "sha256:5df2b672140f95adb453af93a7d669d7a7bf0a56bcd26f1502329166f4a61716"}, {file = "psycopg2-2.9.10-cp310-cp310-win_amd64.whl", hash = "sha256:c6f7b8561225f9e711a9c47087388a97fdc948211c10a4bccbf0ba68ab7b3b5a"}, @@ -6023,7 +5688,6 @@ files = [ {file = "psycopg2-2.9.10-cp311-cp311-win_amd64.whl", hash = "sha256:0435034157049f6846e95103bd8f5a668788dd913a7c30162ca9503fdf542cb4"}, {file = "psycopg2-2.9.10-cp312-cp312-win32.whl", hash = "sha256:65a63d7ab0e067e2cdb3cf266de39663203d38d6a8ed97f5ca0cb315c73fe067"}, {file = "psycopg2-2.9.10-cp312-cp312-win_amd64.whl", hash = "sha256:4a579d6243da40a7b3182e0430493dbd55950c493d8c68f4eec0b302f6bbf20e"}, - {file = "psycopg2-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:91fd603a2155da8d0cfcdbf8ab24a2d54bca72795b90d2a3ed2b6da8d979dee2"}, {file = "psycopg2-2.9.10-cp39-cp39-win32.whl", hash = "sha256:9d5b3b94b79a844a986d029eee38998232451119ad653aea42bb9220a8c5066b"}, {file = "psycopg2-2.9.10-cp39-cp39-win_amd64.whl", hash = "sha256:88138c8dedcbfa96408023ea2b0c369eda40fe5d75002c0964c78f46f11fa442"}, {file = "psycopg2-2.9.10.tar.gz", hash = "sha256:12ec0b40b0273f95296233e8750441339298e6a572f7039da5b260e3c8b60e11"}, @@ -6035,8 +5699,6 @@ version = "2.9.10" description = "psycopg2 - Python-PostgreSQL Database Adapter" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "psycopg2-binary-2.9.10.tar.gz", hash = "sha256:4b3df0e6990aa98acda57d983942eff13d824135fe2250e6522edaa782a06de2"}, {file = 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(Only handles plain text for now.)" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "pyperclip-1.9.0.tar.gz", hash = "sha256:b7de0142ddc81bfc5c7507eea19da920b92252b548b96186caf94a5e2527d310"}, ] @@ -6676,8 +6314,6 @@ version = "3.5.4" description = "A python implementation of GNU readline." optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "sys_platform == \"win32\"" files = [ {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"}, {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"}, @@ -6692,8 +6328,6 @@ version = "1.1.403" description = "Command line wrapper for pyright" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "pyright-1.1.403-py3-none-any.whl", hash = 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ruamel-yaml = ["ruamel.yaml (>=0.17)"] toml = ["toml"] -tomli = ["tomli ; python_version < \"3.11\"", "tomli-w"] +tomli = ["tomli", "tomli-w"] yaml = ["ruamel.yaml (>=0.17)"] [[package]] @@ -6876,7 +6499,6 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" -groups = ["main", "dev"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -6891,7 +6513,6 @@ version = "1.1.1" description = "Read key-value pairs from a .env file and set them as environment variables" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "python_dotenv-1.1.1-py3-none-any.whl", hash = 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{file = "python_multipart-0.0.19.tar.gz", hash = "sha256:905502ef39050557b7a6af411f454bc19526529ca46ae6831508438890ce12cc"}, @@ -6939,7 +6557,6 @@ version = "1.0.2" description = "Create, read, and update PowerPoint 2007+ (.pptx) files." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "python_pptx-1.0.2-py3-none-any.whl", hash = "sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba"}, {file = "python_pptx-1.0.2.tar.gz", hash = "sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095"}, @@ -6957,8 +6574,6 @@ version = "5.13.0" description = "Socket.IO server and client for Python" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "python_socketio-5.13.0-py3-none-any.whl", hash = "sha256:51f68d6499f2df8524668c24bcec13ba1414117cfb3a90115c559b601ab10caf"}, {file = "python_socketio-5.13.0.tar.gz", hash = "sha256:ac4e19a0302ae812e23b712ec8b6427ca0521f7c582d6abb096e36e24a263029"}, @@ -6981,7 +6596,6 @@ version = "2023.4" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "pytz-2023.4-py2.py3-none-any.whl", hash = "sha256:f90ef520d95e7c46951105338d918664ebfd6f1d995bd7d153127ce90efafa6a"}, {file = "pytz-2023.4.tar.gz", hash = "sha256:31d4583c4ed539cd037956140d695e42c033a19e984bfce9964a3f7d59bc2b40"}, @@ -6993,7 +6607,6 @@ version = "311" description = "Python for Window Extensions" optional = false python-versions = "*" -groups = ["main", "dev"] files = [ {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"}, {file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"}, @@ -7016,7 +6629,6 @@ files = [ {file = "pywin32-311-cp39-cp39-win_amd64.whl", hash = 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= false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "pyzmq-27.0.1-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:90a4da42aa322de8a3522461e3b5fe999935763b27f69a02fced40f4e3cf9682"}, {file = "pyzmq-27.0.1-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:e648dca28178fc879c814cf285048dd22fd1f03e1104101106505ec0eea50a4d"}, @@ -7182,7 +6792,6 @@ files = [ {file = "pyzmq-27.0.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:70b719a130b81dd130a57ac0ff636dc2c0127c5b35ca5467d1b67057e3c7a4d2"}, {file = "pyzmq-27.0.1.tar.gz", hash = "sha256:45c549204bc20e7484ffd2555f6cf02e572440ecf2f3bdd60d4404b20fddf64b"}, ] -markers = {main = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\""} [package.dependencies] cffi = {version = "*", markers = "implementation_name == \"pypy\""} @@ -7193,7 +6802,6 @@ version = "2.1.0" description = "Python library to build pretty command line user prompts ⭐️" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "questionary-2.1.0-py3-none-any.whl", hash = "sha256:44174d237b68bc828e4878c763a9ad6790ee61990e0ae72927694ead57bab8ec"}, {file = "questionary-2.1.0.tar.gz", hash = "sha256:6302cdd645b19667d8f6e6634774e9538bfcd1aad9be287e743d96cacaf95587"}, @@ -7208,8 +6816,6 @@ version = "6.3.0" description = "Python client for Redis database and key-value store" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"redis\" or extra == \"all\"" files = [ {file = "redis-6.3.0-py3-none-any.whl", hash = "sha256:92f079d656ded871535e099080f70fab8e75273c0236797126ac60242d638e9b"}, {file = "redis-6.3.0.tar.gz", hash = "sha256:3000dbe532babfb0999cdab7b3e5744bcb23e51923febcfaeb52c8cfb29632ef"}, @@ -7229,7 +6835,6 @@ version = "0.36.2" description = "JSON Referencing + Python" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "referencing-0.36.2-py3-none-any.whl", hash = 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"sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"}, @@ -7365,8 +6968,6 @@ version = "1.0.0" description = "A utility belt for advanced users of python-requests" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"}, {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"}, @@ -7381,7 +6982,6 @@ version = "13.9.4" description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" optional = false python-versions = ">=3.8.0" -groups = ["main"] files = [ {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"}, {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"}, @@ -7400,7 +7000,6 @@ version = "0.26.0" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "rpds_py-0.26.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:4c70c70f9169692b36307a95f3d8c0a9fcd79f7b4a383aad5eaa0e9718b79b37"}, {file = "rpds_py-0.26.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:777c62479d12395bfb932944e61e915741e364c843afc3196b694db3d669fcd0"}, @@ -7554,8 +7153,6 @@ version = "4.9.1" description = "Pure-Python RSA implementation" optional = true python-versions = "<4,>=3.6" -groups = ["main"] -markers = "extra == \"google\" or extra == \"experimental\" or extra == \"all\"" files = [ {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"}, {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"}, @@ -7570,8 +7167,6 @@ version = "0.11.3" description = "An Amazon S3 Transfer Manager" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"}, {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"}, @@ -7589,8 +7184,6 @@ version = "1.4.6" description = "An implementation of the SCRAM protocol." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "scramp-1.4.6-py3-none-any.whl", hash = "sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1"}, {file = "scramp-1.4.6.tar.gz", hash = "sha256:fe055ebbebf4397b9cb323fcc4b299f219cd1b03fd673ca40c97db04ac7d107e"}, @@ -7605,7 +7198,6 @@ version = "3.0.4" description = "Python helper for Semantic Versioning (https://semver.org)" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "semver-3.0.4-py3-none-any.whl", hash = "sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746"}, {file = "semver-3.0.4.tar.gz", hash = "sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602"}, @@ -7617,7 +7209,6 @@ version = "2.19.1" description = "Python client for Sentry (https://sentry.io)" optional = false python-versions = ">=3.6" -groups = ["main"] files = [ {file = "sentry_sdk-2.19.1-py2.py3-none-any.whl", hash = "sha256:b056e04b766f805fdf0aa620482cafe2ff000c8fcb51cb266cdb90873e93837b"}, {file = "sentry_sdk-2.19.1.tar.gz", hash = "sha256:6ad8507457a379b72f832aca55787b21e7391751892faef1fd8bace350aa5e17"}, @@ -7673,7 +7264,6 @@ version = "70.3.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "setuptools-70.3.0-py3-none-any.whl", hash = "sha256:fe384da74336c398e0d956d1cae0669bc02eed936cdb1d49b57de1990dc11ffc"}, {file = "setuptools-70.3.0.tar.gz", hash = "sha256:f171bab1dfbc86b132997f26a119f6056a57950d058587841a0082e8830f9dc5"}, @@ -7681,7 +7271,7 @@ files = [ [package.extras] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"] -test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest 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description = "Tool to Detect Surrounding Shell" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"}, {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, @@ -7701,8 +7290,6 @@ version = "4.0.1" description = "Utilities for working with inspect.Signature objects." optional = true python-versions = ">=3.6" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "sigtools-4.0.1-py2.py3-none-any.whl", hash = "sha256:d216b4cf920bbab0fce636ddc429ed8463a5b533d9e1492acb45a2a1bc36ac6c"}, {file = "sigtools-4.0.1.tar.gz", hash = "sha256:4b8e135a9cd4d2ea00da670c093372d74e672ba3abb87f4c98d8e73dea54445c"}, @@ -7721,8 +7308,6 @@ version = "1.1.0" description = "Simple WebSocket server and client for Python" optional = true python-versions = ">=3.6" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "simple_websocket-1.1.0-py3-none-any.whl", hash = "sha256:4af6069630a38ed6c561010f0e11a5bc0d4ca569b36306eb257cd9a192497c8c"}, {file = "simple_websocket-1.1.0.tar.gz", hash = "sha256:7939234e7aa067c534abdab3a9ed933ec9ce4691b0713c78acb195560aa52ae4"}, @@ -7741,7 +7326,6 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" -groups = ["main", "dev"] files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -7753,7 +7337,6 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -7765,7 +7348,6 @@ version = "2.7" description = "A modern CSS selector implementation for Beautiful Soup." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "soupsieve-2.7-py3-none-any.whl", hash = "sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4"}, {file = "soupsieve-2.7.tar.gz", hash = "sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a"}, @@ -7777,7 +7359,6 @@ version = "2.0.42" description = "Database Abstraction Library" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "SQLAlchemy-2.0.42-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:7ee065898359fdee83961aed5cf1fb4cfa913ba71b58b41e036001d90bebbf7a"}, {file = 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"python-dateutil (>=2.6)", "pytz (>=2014.2)"] timezone = ["python-dateutil"] url = ["furl (>=0.4.1)"] @@ -7920,7 +7499,6 @@ version = "0.1.7a2" description = "" optional = false python-versions = "*" -groups = ["main", "desktop", "sqlite"] files = [ {file = "sqlite_vec-0.1.7a2-py3-none-macosx_10_6_x86_64.whl", hash = "sha256:a08dd9396d494ac8970ba519a3931410f08c0c5eeadd0e1a2e02053789f6c877"}, {file = "sqlite_vec-0.1.7a2-py3-none-macosx_11_0_arm64.whl", hash = "sha256:b98d7af645d28c0b5c844bf1d99fe2103fe1320fe2bbf36d0713f0b36764fdcb"}, @@ -7935,7 +7513,6 @@ version = "0.0.16" description = "SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness." optional = false python-versions = ">=3.7,<4.0" -groups = ["main"] files = [ {file = "sqlmodel-0.0.16-py3-none-any.whl", hash = "sha256:b972f5d319580d6c37ecc417881f6ec4d1ad3ed3583d0ac0ed43234a28bf605a"}, {file = "sqlmodel-0.0.16.tar.gz", hash = "sha256:966656f18a8e9a2d159eb215b07fb0cf5222acfae3362707ca611848a8a06bd1"}, @@ -7951,7 +7528,6 @@ version = "3.0.2" description = "SSE plugin for Starlette" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "sse_starlette-3.0.2-py3-none-any.whl", hash = "sha256:16b7cbfddbcd4eaca11f7b586f3b8a080f1afe952c15813455b162edea619e5a"}, {file = "sse_starlette-3.0.2.tar.gz", hash = "sha256:ccd60b5765ebb3584d0de2d7a6e4f745672581de4f5005ab31c3a25d10b52b3a"}, @@ -7972,12 +7548,10 @@ version = "0.6.3" description = "Extract data from python stack frames and tracebacks for informative displays" optional = false python-versions = "*" -groups = ["main", "dev"] files = [ {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"}, {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] asttokens = ">=2.1.0" @@ -7993,7 +7567,6 @@ version = "0.46.2" description = "The little ASGI library that shines." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "starlette-0.46.2-py3-none-any.whl", hash = "sha256:595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35"}, {file = "starlette-0.46.2.tar.gz", hash = "sha256:7f7361f34eed179294600af672f565727419830b54b7b084efe44bb82d2fccd5"}, @@ -8011,7 +7584,6 @@ version = "0.0.26" description = "A simple library to convert rtf to text" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "striprtf-0.0.26-py3-none-any.whl", hash = "sha256:8c8f9d32083cdc2e8bfb149455aa1cc5a4e0a035893bedc75db8b73becb3a1bb"}, {file = "striprtf-0.0.26.tar.gz", hash = "sha256:fdb2bba7ac440072d1c41eab50d8d74ae88f60a8b6575c6e2c7805dc462093aa"}, @@ -8023,7 +7595,6 @@ version = "25.4.0" description = "Structured Logging for Python" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "structlog-25.4.0-py3-none-any.whl", hash = "sha256:fe809ff5c27e557d14e613f45ca441aabda051d119ee5a0102aaba6ce40eed2c"}, {file = "structlog-25.4.0.tar.gz", hash = "sha256:186cd1b0a8ae762e29417095664adf1d6a31702160a46dacb7796ea82f7409e4"}, @@ -8035,7 +7606,6 @@ version = "1.14.0" description = "Computer algebra system (CAS) in Python" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5"}, {file = "sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517"}, @@ -8053,8 +7623,6 @@ version = "0.10.2" description = "Export blocking and async library versions from a single async implementation" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "synchronicity-0.10.2-py3-none-any.whl", hash = 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"sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"}, @@ -8103,7 +7669,6 @@ version = "0.10.0" description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "tiktoken-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:1db7a65b196d757d18ef53193957d44549b88f373d4b87db532f04d18193b847"}, {file = "tiktoken-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f55701461267d025597ebb2290d612fe9c5c5fbb625ebf7495c9f0f8e4c30f01"}, @@ -8151,8 +7716,6 @@ version = "6.2.0" description = "A wrapper around the stdlib `tokenize` which roundtrips." optional = false python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "tokenize_rt-6.2.0-py2.py3-none-any.whl", hash = "sha256:a152bf4f249c847a66497a4a95f63376ed68ac6abf092a2f7cfb29d044ecff44"}, {file = "tokenize_rt-6.2.0.tar.gz", hash = "sha256:8439c042b330c553fdbe1758e4a05c0ed460dbbbb24a606f11f0dee75da4cad6"}, @@ -8164,8 +7727,6 @@ version = "0.10.2" description = "Python Library for Tom's Obvious, Minimal Language" optional = true python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"}, {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"}, @@ -8177,7 +7738,6 @@ version = "6.5.1" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." optional = false python-versions = ">=3.9" -groups = ["dev"] files = [ {file = "tornado-6.5.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:d50065ba7fd11d3bd41bcad0825227cc9a95154bad83239357094c36708001f7"}, {file = 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== \"all\""} [package.extras] docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"] @@ -8238,8 +7795,6 @@ version = "0.5.17" description = "The official Python library for the turbopuffer API" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"all\"" files = [ {file = "turbopuffer-0.5.17-py3-none-any.whl", hash = "sha256:156376efe0379d53d5c72bed1d1bf191a55deb214b12a11551018debb4284ec4"}, {file = "turbopuffer-0.5.17.tar.gz", hash = "sha256:62a9ad9f6d251816ca19920b8a5a2756b81c351801163b868a54c3e16ae9cd28"}, @@ -8266,7 +7821,6 @@ version = "0.15.4" description = "Typer, build great CLIs. Easy to code. Based on Python type hints." optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "typer-0.15.4-py3-none-any.whl", hash = "sha256:eb0651654dcdea706780c466cf06d8f174405a659ffff8f163cfbfee98c0e173"}, {file = "typer-0.15.4.tar.gz", hash = "sha256:89507b104f9b6a0730354f27c39fae5b63ccd0c95b1ce1f1a6ba0cfd329997c3"}, @@ -8284,8 +7838,6 @@ version = "2021.10.8.3" description = "Typing stubs for certifi" optional = true python-versions = "*" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "types-certifi-2021.10.8.3.tar.gz", hash = "sha256:72cf7798d165bc0b76e1c10dd1ea3097c7063c42c21d664523b928e88b554a4f"}, {file = "types_certifi-2021.10.8.3-py3-none-any.whl", hash = "sha256:b2d1e325e69f71f7c78e5943d410e650b4707bb0ef32e4ddf3da37f54176e88a"}, @@ -8297,8 +7849,6 @@ version = "0.10.8.20240310" description = "Typing stubs for toml" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "types-toml-0.10.8.20240310.tar.gz", hash = "sha256:3d41501302972436a6b8b239c850b26689657e25281b48ff0ec06345b8830331"}, {file = "types_toml-0.10.8.20240310-py3-none-any.whl", hash = "sha256:627b47775d25fa29977d9c70dc0cbab3f314f32c8d8d0c012f2ef5de7aaec05d"}, @@ -8310,12 +7860,10 @@ version = "4.14.1" description = "Backported and Experimental Type Hints for Python 3.9+" optional = false python-versions = ">=3.9" -groups = ["main", "dev", "sqlite"] files = [ {file = "typing_extensions-4.14.1-py3-none-any.whl", hash = "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"}, {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"}, ] -markers = {dev = "python_version == \"3.11\""} [[package]] name = "typing-inspect" @@ -8323,7 +7871,6 @@ version = "0.9.0" description = "Runtime inspection utilities for typing module." optional = false python-versions = "*" -groups = ["main"] files = [ {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"}, {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"}, @@ -8339,7 +7886,6 @@ version = "0.4.1" description = "Runtime typing introspection tools" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"}, {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"}, @@ -8354,7 +7900,6 @@ version = "2025.2" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" -groups = ["main"] files = [ {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"}, {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"}, @@ -8366,7 +7911,6 @@ version = "5.3.1" description = "tzinfo object for the local timezone" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d"}, {file = "tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd"}, @@ -8384,8 +7928,6 @@ version = "4.2.0" description = "Implementation of RFC 6570 URI Templates" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "uritemplate-4.2.0-py3-none-any.whl", hash = "sha256:962201ba1c4edcab02e60f9a0d3821e82dfc5d2d6662a21abd533879bdb8a686"}, {file = "uritemplate-4.2.0.tar.gz", hash = "sha256:480c2ed180878955863323eea31b0ede668795de182617fef9c6ca09e6ec9d0e"}, @@ -8397,14 +7939,13 @@ version = "2.5.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"}, {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"}, ] [package.extras] -brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] +brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -8415,7 +7956,6 @@ version = "0.24.0.post1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "uvicorn-0.24.0.post1-py3-none-any.whl", hash = "sha256:7c84fea70c619d4a710153482c0d230929af7bcf76c7bfa6de151f0a3a80121e"}, {file = "uvicorn-0.24.0.post1.tar.gz", hash = "sha256:09c8e5a79dc466bdf28dead50093957db184de356fcdc48697bad3bde4c2588e"}, @@ -8426,7 +7966,7 @@ click = ">=7.0" h11 = ">=0.8" [package.extras] -standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] +standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"] [[package]] name = "uvloop" @@ -8434,8 +7974,6 @@ version = "0.21.0" description = "Fast implementation of asyncio event loop on top of libuv" optional = true python-versions = ">=3.8.0" -groups = ["main"] -markers = "(extra == \"experimental\" or extra == \"all\") and sys_platform != \"win32\"" files = [ {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"}, {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"}, @@ -8487,8 +8025,6 @@ version = "20.33.1" description = "Virtual Python Environment builder" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "virtualenv-20.33.1-py3-none-any.whl", hash = "sha256:07c19bc66c11acab6a5958b815cbcee30891cd1c2ccf53785a28651a0d8d8a67"}, {file = "virtualenv-20.33.1.tar.gz", hash = "sha256:1b44478d9e261b3fb8baa5e74a0ca3bc0e05f21aa36167bf9cbf850e542765b8"}, @@ -8501,7 +8037,7 @@ platformdirs = ">=3.9.1,<5" [package.extras] docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] -test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] [[package]] name = "watchfiles" @@ -8509,8 +8045,6 @@ version = "1.1.0" description = "Simple, modern and high performance file watching and code reload in python." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"experimental\" or extra == \"all\" or extra == \"cloud-tool-sandbox\"" files = [ {file = "watchfiles-1.1.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:27f30e14aa1c1e91cb653f03a63445739919aef84c8d2517997a83155e7a2fcc"}, {file = "watchfiles-1.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3366f56c272232860ab45c77c3ca7b74ee819c8e1f6f35a7125556b198bbc6df"}, @@ -8629,7 +8163,6 @@ version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" -groups = ["main", "dev"] files = [ {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, @@ -8641,7 +8174,6 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -8658,8 +8190,6 @@ version = "15.0.1" description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)" optional = false python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"google\" or extra == \"external-tools\"" files = [ {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b"}, {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205"}, @@ -8738,8 +8268,6 @@ version = "3.1.3" description = "The comprehensive WSGI web application library." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"}, {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"}, @@ -8757,8 +8285,6 @@ version = "1.4.0" description = "Wikipedia API for Python" optional = true python-versions = "*" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"tests\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "wikipedia-1.4.0.tar.gz", hash = "sha256:db0fad1829fdd441b1852306e9856398204dc0786d2996dd2e0c8bb8e26133b2"}, ] @@ -8773,7 +8299,6 @@ version = "1.17.2" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"}, {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22"}, @@ -8862,8 +8387,6 @@ version = "1.2.0" description = "WebSockets state-machine based protocol implementation" optional = true python-versions = ">=3.7.0" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"}, {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"}, @@ -8878,7 +8401,6 @@ version = "3.2.5" description = "A Python module for creating Excel XLSX files." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "xlsxwriter-3.2.5-py3-none-any.whl", hash = "sha256:4f4824234e1eaf9d95df9a8fe974585ff91d0f5e3d3f12ace5b71e443c1c6abd"}, {file = "xlsxwriter-3.2.5.tar.gz", hash = "sha256:7e88469d607cdc920151c0ab3ce9cf1a83992d4b7bc730c5ffdd1a12115a7dbe"}, @@ -8890,7 +8412,6 @@ version = "1.20.1" description = "Yet another URL library" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"}, {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"}, @@ -9009,14 +8530,13 @@ version = "3.23.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] @@ -9029,8 +8549,6 @@ version = "5.1" description = "Very basic event publishing system" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "zope_event-5.1-py3-none-any.whl", hash = "sha256:53de8f0e9f61dc0598141ac591f49b042b6d74784dab49971b9cc91d0f73a7df"}, {file = "zope_event-5.1.tar.gz", hash = "sha256:a153660e0c228124655748e990396b9d8295d6e4f546fa1b34f3319e1c666e7f"}, @@ -9049,8 +8567,6 @@ version = "7.2" description = "Interfaces for Python" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "zope.interface-7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ce290e62229964715f1011c3dbeab7a4a1e4971fd6f31324c4519464473ef9f2"}, {file = "zope.interface-7.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:05b910a5afe03256b58ab2ba6288960a2892dfeef01336dc4be6f1b9ed02ab0a"}, @@ -9105,8 +8621,6 @@ version = "0.23.0" description = "Zstandard bindings for Python" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"}, {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"}, @@ -9229,6 +8743,6 @@ server = ["fastapi", "uvicorn"] tests = ["wikipedia"] [metadata] -lock-version = "2.1" +lock-version = "2.0" python-versions = "<3.14,>=3.11" content-hash = "a73691a74fbac0201bfb2d7623fe777f9296e273cb94cdeefd656df997bcc7ea" diff --git a/tests/test_sources.py b/tests/test_sources.py index 8dc235de..aeedb236 100644 --- a/tests/test_sources.py +++ b/tests/test_sources.py @@ -4,6 +4,7 @@ import tempfile import threading import time from datetime import datetime, timedelta +from typing import Optional import pytest from dotenv import load_dotenv @@ -72,14 +73,19 @@ def client() -> LettaSDKClient: def upload_file_and_wait( - client: LettaSDKClient, source_id: str, file_path: str, max_wait: int = 60, duplicate_handling: DuplicateFileHandling = None + client: LettaSDKClient, + source_id: str, + file_path: str, + name: Optional[str] = None, + max_wait: int = 60, + duplicate_handling: DuplicateFileHandling = None, ): """Helper function to upload a file and wait for processing to complete""" with open(file_path, "rb") as f: if duplicate_handling: - file_metadata = client.sources.files.upload(source_id=source_id, file=f, duplicate_handling=duplicate_handling) + file_metadata = client.sources.files.upload(source_id=source_id, file=f, duplicate_handling=duplicate_handling, name=name) else: - file_metadata = client.sources.files.upload(source_id=source_id, file=f) + file_metadata = client.sources.files.upload(source_id=source_id, file=f, name=name) # Wait for the file to be processed start_time = time.time() @@ -851,6 +857,87 @@ def test_duplicate_file_handling_replace(disable_pinecone, client: LettaSDKClien os.unlink(temp_file_path) +def test_upload_file_with_custom_name(disable_pinecone, client: LettaSDKClient): + """Test that uploading a file with a custom name overrides the original filename""" + # Create agent + agent_state = client.agents.create( + name="test_agent_custom_name", + memory_blocks=[ + CreateBlock( + label="persona", + value="I am a helpful assistant", + ), + CreateBlock( + label="human", + value="The user is a developer", + ), + ], + model="openai/gpt-4o-mini", + embedding="openai/text-embedding-3-small", + ) + + # Create source + source = client.sources.create(name="test_source_custom_name", embedding="openai/text-embedding-3-small") + + # Attach source to agent + client.agents.sources.attach(source_id=source.id, agent_id=agent_state.id) + + # Create a temporary file with specific content + import tempfile + + temp_file_path = None + try: + with tempfile.NamedTemporaryFile(mode="w", suffix=".txt", delete=False) as f: + f.write("This is a test file for custom naming") + temp_file_path = f.name + + # Upload file with custom name + custom_name = "my_custom_file_name.txt" + file_metadata = upload_file_and_wait(client, source.id, temp_file_path, name=custom_name) + + # Verify the file uses the custom name + assert file_metadata.file_name == custom_name + assert file_metadata.original_file_name == custom_name + + # Verify file appears in source files list with custom name + files = client.sources.files.list(source_id=source.id, limit=1) + assert len(files) == 1 + assert files[0].file_name == custom_name + assert files[0].original_file_name == custom_name + + # Verify the custom name is used in file blocks + agent_state = client.agents.retrieve(agent_id=agent_state.id) + file_blocks = agent_state.memory.file_blocks + assert len(file_blocks) == 1 + # Check that the custom name appears in the block label + assert custom_name.replace(".txt", "") in file_blocks[0].label + + # Test duplicate handling with custom name - upload same file with same custom name + from letta.schemas.enums import DuplicateFileHandling + + with pytest.raises(Exception) as exc_info: + upload_file_and_wait(client, source.id, temp_file_path, name=custom_name, duplicate_handling=DuplicateFileHandling.ERROR) + assert "already exists" in str(exc_info.value).lower() + + # Upload same file with different custom name should succeed + different_custom_name = "folder_a/folder_b/another_custom_name.txt" + file_metadata2 = upload_file_and_wait(client, source.id, temp_file_path, name=different_custom_name) + assert file_metadata2.file_name == different_custom_name + assert file_metadata2.original_file_name == different_custom_name + + # Verify both files exist + files = client.sources.files.list(source_id=source.id, limit=10) + assert len(files) == 2 + file_names = {f.file_name for f in files} + assert custom_name in file_names + assert different_custom_name in file_names + + finally: + # Clean up temporary file + if temp_file_path and os.path.exists(temp_file_path): + os.unlink(temp_file_path) + + def test_open_files_schema_descriptions(disable_pinecone, client: LettaSDKClient): """Test that open_files tool schema contains correct descriptions from docstring""" From 8a1f256c66ea35354178e14b4158ea42b4a99d4f Mon Sep 17 00:00:00 2001 From: Sarah Wooders Date: Wed, 20 Aug 2025 16:25:02 -0700 Subject: [PATCH 05/56] fix: add handling for summarizer llm call (#4028) --- letta/agents/letta_agent.py | 2 ++ letta/services/summarizer/summarizer.py | 6 +++++- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/letta/agents/letta_agent.py b/letta/agents/letta_agent.py index dd393eaf..6ea255d7 100644 --- a/letta/agents/letta_agent.py +++ b/letta/agents/letta_agent.py @@ -1352,6 +1352,7 @@ class LettaAgent(BaseAgent): ) -> list[Message]: # If total tokens is reached, we truncate down # TODO: This can be broken by bad configs, e.g. lower bound too high, initial messages too fat, etc. + # TODO: `force` and `clear` seem to no longer be used, we should remove if force or (total_tokens and total_tokens > llm_config.context_window): self.logger.warning( f"Total tokens {total_tokens} exceeds configured max tokens {llm_config.context_window}, forcefully clearing message history." @@ -1363,6 +1364,7 @@ class LettaAgent(BaseAgent): clear=True, ) else: + # NOTE (Sarah): Seems like this is doing nothing? self.logger.info( f"Total tokens {total_tokens} does not exceed configured max tokens {llm_config.context_window}, passing summarizing w/o force." ) diff --git a/letta/services/summarizer/summarizer.py b/letta/services/summarizer/summarizer.py index e9c65d0c..b1d7c0ae 100644 --- a/letta/services/summarizer/summarizer.py +++ b/letta/services/summarizer/summarizer.py @@ -354,7 +354,11 @@ async def simple_summary(messages: List[Message], llm_config: LLMConfig, actor: # NOTE: we should disable the inner_thoughts_in_kwargs here, because we don't use it # I'm leaving it commented it out for now for safety but is fine assuming the var here is a copy not a reference # llm_config.put_inner_thoughts_in_kwargs = False - response_data = await llm_client.request_async(request_data, llm_config) + try: + response_data = await llm_client.request_async(request_data, llm_config) + except Exception as e: + # handle LLM error (likely a context window exceeded error) + raise llm_client.handle_llm_error(e) response = llm_client.convert_response_to_chat_completion(response_data, input_messages_obj, llm_config) if response.choices[0].message.content is None: logger.warning("No content returned from summarizer") From cbec5207295c44341c2f4583b0b6f952fc1264a1 Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Thu, 21 Aug 2025 11:08:06 -0700 Subject: [PATCH 06/56] feat: Add basic test serialization tests (#4076) --- letta/schemas/agent_file.py | 17 +- letta/schemas/message.py | 2 + letta/services/agent_serialization_manager.py | 8 +- tests/test_sdk_client.py | 328 +++++++++++++++++- 4 files changed, 352 insertions(+), 3 deletions(-) diff --git a/letta/schemas/agent_file.py b/letta/schemas/agent_file.py index 1d87fa20..02d3988a 100644 --- a/letta/schemas/agent_file.py +++ b/letta/schemas/agent_file.py @@ -1,15 +1,17 @@ from datetime import datetime from typing import Any, Dict, List, Optional +from openai.types.chat.chat_completion_message_tool_call import ChatCompletionMessageToolCall as OpenAIToolCall from pydantic import BaseModel, Field +from letta.helpers.datetime_helpers import get_utc_time from letta.schemas.agent import AgentState, CreateAgent from letta.schemas.block import Block, CreateBlock from letta.schemas.enums import MessageRole from letta.schemas.file import FileAgent, FileAgentBase, FileMetadata, FileMetadataBase from letta.schemas.group import Group, GroupCreate from letta.schemas.mcp import MCPServer -from letta.schemas.message import Message, MessageCreate +from letta.schemas.message import Message, MessageCreate, ToolReturn from letta.schemas.source import Source, SourceCreate from letta.schemas.tool import Tool from letta.schemas.user import User @@ -46,6 +48,15 @@ class MessageSchema(MessageCreate): role: MessageRole = Field(..., description="The role of the participant.") model: Optional[str] = Field(None, description="The model used to make the function call") agent_id: Optional[str] = Field(None, description="The unique identifier of the agent") + tool_calls: Optional[List[OpenAIToolCall]] = Field( + default=None, description="The list of tool calls requested. Only applicable for role assistant." + ) + tool_call_id: Optional[str] = Field(default=None, description="The ID of the tool call. Only applicable for role tool.") + tool_returns: Optional[List[ToolReturn]] = Field(default=None, description="Tool execution return information for prior tool calls") + created_at: datetime = Field(default_factory=get_utc_time, description="The timestamp when the object was created.") + + # TODO: Should we also duplicate the steps here? + # TODO: What about tool_return? @classmethod def from_message(cls, message: Message) -> "MessageSchema": @@ -64,6 +75,10 @@ class MessageSchema(MessageCreate): group_id=message.group_id, model=message.model, agent_id=message.agent_id, + tool_calls=message.tool_calls, + tool_call_id=message.tool_call_id, + tool_returns=message.tool_returns, + created_at=message.created_at, ) diff --git a/letta/schemas/message.py b/letta/schemas/message.py index f49146dd..4fd0a8ea 100644 --- a/letta/schemas/message.py +++ b/letta/schemas/message.py @@ -414,6 +414,8 @@ class Message(BaseMessage): except json.JSONDecodeError: raise ValueError(f"Failed to decode function return: {text_content}") + # if self.tool_call_id is None: + # import pdb;pdb.set_trace() assert self.tool_call_id is not None return ToolReturnMessage( diff --git a/letta/services/agent_serialization_manager.py b/letta/services/agent_serialization_manager.py index edccd7b6..56f324d7 100644 --- a/letta/services/agent_serialization_manager.py +++ b/letta/services/agent_serialization_manager.py @@ -2,7 +2,13 @@ from datetime import datetime, timezone from typing import Any, Dict, List, Optional from letta.constants import MCP_TOOL_TAG_NAME_PREFIX -from letta.errors import AgentExportIdMappingError, AgentExportProcessingError, AgentFileImportError, AgentNotFoundForExportError +from letta.errors import ( + AgentExportIdMappingError, + AgentExportProcessingError, + AgentFileExportError, + AgentFileImportError, + AgentNotFoundForExportError, +) from letta.helpers.pinecone_utils import should_use_pinecone from letta.log import get_logger from letta.schemas.agent import AgentState, CreateAgent diff --git a/tests/test_sdk_client.py b/tests/test_sdk_client.py index 250d3c55..b06f6934 100644 --- a/tests/test_sdk_client.py +++ b/tests/test_sdk_client.py @@ -1,5 +1,7 @@ +import io import json import os +import textwrap import threading import time import uuid @@ -60,6 +62,117 @@ def agent(client: LettaSDKClient): client.agents.delete(agent_id=agent_state.id) +@pytest.fixture(scope="function") +def fibonacci_tool(client: LettaSDKClient): + """Fixture providing Fibonacci calculation tool.""" + + def calculate_fibonacci(n: int) -> int: + """Calculate the nth Fibonacci number. + + Args: + n: The position in the Fibonacci sequence to calculate. + + Returns: + The nth Fibonacci number. + """ + if n <= 0: + return 0 + elif n == 1: + return 1 + else: + a, b = 0, 1 + for _ in range(2, n + 1): + a, b = b, a + b + return b + + tool = client.tools.upsert_from_function(func=calculate_fibonacci, tags=["math", "utility"]) + yield tool + client.tools.delete(tool.id) + + +@pytest.fixture(scope="function") +def preferences_tool(client: LettaSDKClient): + """Fixture providing user preferences tool.""" + + def get_user_preferences(category: str) -> str: + """Get user preferences for a specific category. + + Args: + category: The preference category to retrieve (notification, theme, language). + + Returns: + The user's preference for the specified category, or "not specified" if unknown. + """ + preferences = {"notification": "email only", "theme": "dark mode", "language": "english"} + return preferences.get(category, "not specified") + + tool = client.tools.upsert_from_function(func=get_user_preferences, tags=["user", "preferences"]) + yield tool + client.tools.delete(tool.id) + + +@pytest.fixture(scope="function") +def data_analysis_tool(client: LettaSDKClient): + """Fixture providing data analysis tool.""" + + def analyze_data(data_type: str, values: List[float]) -> str: + """Analyze data and provide insights. + + Args: + data_type: Type of data to analyze. + values: Numerical values to analyze. + + Returns: + Analysis results including average, max, and min values. + """ + if not values: + return "No data provided" + avg = sum(values) / len(values) + max_val = max(values) + min_val = min(values) + return f"Analysis of {data_type}: avg={avg:.2f}, max={max_val}, min={min_val}" + + tool = client.tools.upsert_from_function(func=analyze_data, tags=["analysis", "data"]) + yield tool + client.tools.delete(tool.id) + + +@pytest.fixture(scope="function") +def persona_block(client: LettaSDKClient): + """Fixture providing persona memory block.""" + block = client.blocks.create( + label="persona", + value="You are Alex, a data analyst and mathematician who helps users with calculations and insights. You have extensive experience in statistical analysis and prefer to provide clear, accurate results.", + limit=8000, + ) + yield block + client.blocks.delete(block.id) + + +@pytest.fixture(scope="function") +def human_block(client: LettaSDKClient): + """Fixture providing human memory block.""" + block = client.blocks.create( + label="human", + value="username: sarah_researcher\noccupation: data scientist\ninterests: machine learning, statistics, fibonacci sequences\npreferred_communication: detailed explanations with examples", + limit=4000, + ) + yield block + client.blocks.delete(block.id) + + +@pytest.fixture(scope="function") +def context_block(client: LettaSDKClient): + """Fixture providing project context memory block.""" + block = client.blocks.create( + label="project_context", + value="Current project: Building predictive models for financial markets. Sarah is working on sequence analysis and pattern recognition. Recently interested in mathematical sequences like Fibonacci for trend analysis.", + limit=6000, + ) + yield block + client.blocks.delete(block.id) + + def test_shared_blocks(client: LettaSDKClient): # create a block block = client.blocks.create( @@ -1465,7 +1578,6 @@ def test_tool_name_auto_update_with_multiple_functions(client: LettaSDKClient): def test_tool_rename_with_json_schema_and_source_code(client: LettaSDKClient): """Test that passing both new JSON schema AND source code still renames the tool based on source code""" - import textwrap # Create initial tool def initial_tool(x: int) -> int: @@ -1543,3 +1655,217 @@ def test_tool_rename_with_json_schema_and_source_code(client: LettaSDKClient): finally: # Clean up client.tools.delete(tool_id=tool.id) + + +def test_import_agent_file_from_disk( + client: LettaSDKClient, fibonacci_tool, preferences_tool, data_analysis_tool, persona_block, human_block, context_block +): + """Test exporting an agent to file and importing it back from disk.""" + # Create a comprehensive agent (similar to test_agent_serialization_v2) + name = f"test_export_import_{str(uuid.uuid4())}" + temp_agent = client.agents.create( + name=name, + memory_blocks=[persona_block, human_block, context_block], + model="openai/gpt-4.1-mini", + embedding="openai/text-embedding-3-small", + tool_ids=[fibonacci_tool.id, preferences_tool.id, data_analysis_tool.id], + include_base_tools=True, + tags=["test", "export", "import"], + system="You are a helpful assistant specializing in data analysis and mathematical computations.", + ) + + # Add archival memory + archival_passages = ["Test archival passage for export/import testing.", "Another passage with data about testing procedures."] + + for passage_text in archival_passages: + client.agents.passages.create(agent_id=temp_agent.id, text=passage_text) + + # Send a test message + client.agents.messages.create( + agent_id=temp_agent.id, + messages=[ + MessageCreate( + role="user", + content="Test message for export", + ), + ], + ) + + # Export the agent + serialized_v2 = client.agents.export_file(agent_id=temp_agent.id, use_legacy_format=False) + + # Save to file + file_path = os.path.join(os.path.dirname(__file__), "test_agent_files", "test_basic_agent_with_blocks_tools_messages_v2.af") + os.makedirs(os.path.dirname(file_path), exist_ok=True) + + with open(file_path, "w") as f: + json.dump(serialized_v2, f, indent=2) + + # Now import from the file + with open(file_path, "rb") as f: + import_result = client.agents.import_file( + file=f, append_copy_suffix=True, override_existing_tools=True # Use suffix to avoid name conflict + ) + + # Basic verification + assert import_result is not None, "Import result should not be None" + assert len(import_result.agent_ids) > 0, "Should have imported at least one agent" + + # Get the imported agent + imported_agent_id = import_result.agent_ids[0] + imported_agent = client.agents.retrieve(agent_id=imported_agent_id) + + # Basic checks + assert imported_agent is not None, "Should be able to retrieve imported agent" + assert imported_agent.name is not None, "Imported agent should have a name" + assert imported_agent.memory is not None, "Agent should have memory" + assert len(imported_agent.tools) > 0, "Agent should have tools" + assert imported_agent.system is not None, "Agent should have a system prompt" + + +def test_agent_serialization_v2( + client: LettaSDKClient, fibonacci_tool, preferences_tool, data_analysis_tool, persona_block, human_block, context_block +): + """Test agent serialization with comprehensive setup including custom tools, blocks, messages, and archival memory.""" + name = f"comprehensive_test_agent_{str(uuid.uuid4())}" + temp_agent = client.agents.create( + name=name, + memory_blocks=[persona_block, human_block, context_block], + model="openai/gpt-4.1-mini", + embedding="openai/text-embedding-3-small", + tool_ids=[fibonacci_tool.id, preferences_tool.id, data_analysis_tool.id], + include_base_tools=True, + tags=["test", "comprehensive", "serialization"], + system="You are a helpful assistant specializing in data analysis and mathematical computations.", + ) + + # Add archival memory + archival_passages = [ + "Project background: Sarah is working on a financial prediction model that uses Fibonacci retracements for technical analysis.", + "Research notes: Golden ratio (1.618) derived from Fibonacci sequence is often used in financial markets for support/resistance levels.", + ] + + for passage_text in archival_passages: + client.agents.passages.create(agent_id=temp_agent.id, text=passage_text) + + # Send some messages + client.agents.messages.create( + agent_id=temp_agent.id, + messages=[ + MessageCreate( + role="user", + content="Test message", + ), + ], + ) + + # Serialize using v2 + serialized_v2 = client.agents.export_file(agent_id=temp_agent.id, use_legacy_format=False) + # Convert dict to JSON bytes for import + json_str = json.dumps(serialized_v2) + file_obj = io.BytesIO(json_str.encode("utf-8")) + + # Import again + import_result = client.agents.import_file(file=file_obj, append_copy_suffix=False, override_existing_tools=True) + + # Verify import was successful + assert len(import_result.agent_ids) == 1, "Should have imported exactly one agent" + imported_agent_id = import_result.agent_ids[0] + imported_agent = client.agents.retrieve(agent_id=imported_agent_id) + + # ========== BASIC AGENT PROPERTIES ========== + # Name should be the same (if append_copy_suffix=False) or have suffix + assert imported_agent.name == name, f"Agent name mismatch: {imported_agent.name} != {name}" + + # LLM and embedding configs should be preserved + assert ( + imported_agent.llm_config.model == temp_agent.llm_config.model + ), f"LLM model mismatch: {imported_agent.llm_config.model} != {temp_agent.llm_config.model}" + assert imported_agent.embedding_config.embedding_model == temp_agent.embedding_config.embedding_model, "Embedding model mismatch" + + # System prompt should be preserved + assert imported_agent.system == temp_agent.system, "System prompt was not preserved" + + # Tags should be preserved + assert set(imported_agent.tags) == set(temp_agent.tags), f"Tags mismatch: {imported_agent.tags} != {temp_agent.tags}" + + # Agent type should be preserved + assert ( + imported_agent.agent_type == temp_agent.agent_type + ), f"Agent type mismatch: {imported_agent.agent_type} != {temp_agent.agent_type}" + + # ========== MEMORY BLOCKS ========== + # Compare memory blocks directly from AgentState objects + original_blocks = temp_agent.memory.blocks + imported_blocks = imported_agent.memory.blocks + + # Should have same number of blocks + assert len(imported_blocks) == len(original_blocks), f"Block count mismatch: {len(imported_blocks)} != {len(original_blocks)}" + + # Verify each block by label + original_blocks_by_label = {block.label: block for block in original_blocks} + imported_blocks_by_label = {block.label: block for block in imported_blocks} + + # Check persona block + assert "persona" in imported_blocks_by_label, "Persona block missing in imported agent" + assert "Alex" in imported_blocks_by_label["persona"].value, "Persona block content not preserved" + assert imported_blocks_by_label["persona"].limit == original_blocks_by_label["persona"].limit, "Persona block limit mismatch" + + # Check human block + assert "human" in imported_blocks_by_label, "Human block missing in imported agent" + assert "sarah_researcher" in imported_blocks_by_label["human"].value, "Human block content not preserved" + assert imported_blocks_by_label["human"].limit == original_blocks_by_label["human"].limit, "Human block limit mismatch" + + # Check context block + assert "project_context" in imported_blocks_by_label, "Context block missing in imported agent" + assert "financial markets" in imported_blocks_by_label["project_context"].value, "Context block content not preserved" + assert ( + imported_blocks_by_label["project_context"].limit == original_blocks_by_label["project_context"].limit + ), "Context block limit mismatch" + + # ========== TOOLS ========== + # Compare tools directly from AgentState objects + original_tools = temp_agent.tools + imported_tools = imported_agent.tools + + # Should have same number of tools + assert len(imported_tools) == len(original_tools), f"Tool count mismatch: {len(imported_tools)} != {len(original_tools)}" + + original_tool_names = {tool.name for tool in original_tools} + imported_tool_names = {tool.name for tool in imported_tools} + + # Check custom tools are present + assert "calculate_fibonacci" in imported_tool_names, "Fibonacci tool missing in imported agent" + assert "get_user_preferences" in imported_tool_names, "Preferences tool missing in imported agent" + assert "analyze_data" in imported_tool_names, "Data analysis tool missing in imported agent" + + # Check for base tools (since we set include_base_tools=True when creating the agent) + # Base tools should also be present (at least some core ones) + base_tool_names = {"send_message", "conversation_search"} + missing_base_tools = base_tool_names - imported_tool_names + assert len(missing_base_tools) == 0, f"Missing base tools: {missing_base_tools}" + + # Verify tool names match exactly + assert original_tool_names == imported_tool_names, f"Tool names don't match: {original_tool_names} != {imported_tool_names}" + + # ========== MESSAGE HISTORY ========== + # Get messages for both agents + original_messages = client.agents.messages.list(agent_id=temp_agent.id, limit=100) + imported_messages = client.agents.messages.list(agent_id=imported_agent_id, limit=100) + + # Should have same number of messages + assert len(imported_messages) >= 1, "Imported agent should have messages" + + # Filter for user messages (excluding system-generated login messages) + original_user_msgs = [msg for msg in original_messages if msg.message_type == "user_message" and "Test message" in msg.content] + imported_user_msgs = [msg for msg in imported_messages if msg.message_type == "user_message" and "Test message" in msg.content] + + # Should have the same number of test messages + assert len(imported_user_msgs) == len( + original_user_msgs + ), f"User message count mismatch: {len(imported_user_msgs)} != {len(original_user_msgs)}" + + # Verify test message content is preserved + if len(original_user_msgs) > 0 and len(imported_user_msgs) > 0: + assert imported_user_msgs[0].content == original_user_msgs[0].content, "User message content not preserved" + assert "Test message" in imported_user_msgs[0].content, "Test message content not found" From be3e5620874cbc7ad8b23a5af231fcd9c13462b6 Mon Sep 17 00:00:00 2001 From: cthomas Date: Thu, 21 Aug 2025 13:13:25 -0700 Subject: [PATCH 07/56] feat: add new groq llm client LET-3943 (#3937) Co-authored-by: Sarah Wooders --- letta/llm_api/groq_client.py | 79 ++++++++++++++++++++++ letta/llm_api/llm_api_tools.py | 56 +-------------- letta/llm_api/llm_client.py | 7 ++ letta/server/rest_api/routers/v1/agents.py | 5 ++ tests/configs/llm_model_configs/groq.json | 12 ++-- tests/integration_test_send_message.py | 3 +- 6 files changed, 101 insertions(+), 61 deletions(-) create mode 100644 letta/llm_api/groq_client.py diff --git a/letta/llm_api/groq_client.py b/letta/llm_api/groq_client.py new file mode 100644 index 00000000..02ddb98a --- /dev/null +++ b/letta/llm_api/groq_client.py @@ -0,0 +1,79 @@ +import os +from typing import List, Optional + +from openai import AsyncOpenAI, AsyncStream, OpenAI +from openai.types.chat.chat_completion import ChatCompletion +from openai.types.chat.chat_completion_chunk import ChatCompletionChunk + +from letta.llm_api.openai_client import OpenAIClient +from letta.otel.tracing import trace_method +from letta.schemas.embedding_config import EmbeddingConfig +from letta.schemas.llm_config import LLMConfig +from letta.schemas.message import Message as PydanticMessage +from letta.settings import model_settings + + +class GroqClient(OpenAIClient): + + def requires_auto_tool_choice(self, llm_config: LLMConfig) -> bool: + return False + + def supports_structured_output(self, llm_config: LLMConfig) -> bool: + return True + + @trace_method + def build_request_data( + self, + messages: List[PydanticMessage], + llm_config: LLMConfig, + tools: Optional[List[dict]] = None, + force_tool_call: Optional[str] = None, + ) -> dict: + data = super().build_request_data(messages, llm_config, tools, force_tool_call) + + # Groq validation - these fields are not supported and will cause 400 errors + # https://console.groq.com/docs/openai + if "top_logprobs" in data: + del data["top_logprobs"] + if "logit_bias" in data: + del data["logit_bias"] + data["logprobs"] = False + data["n"] = 1 + + return data + + @trace_method + def request(self, request_data: dict, llm_config: LLMConfig) -> dict: + """ + Performs underlying synchronous request to Groq API and returns raw response dict. + """ + api_key = model_settings.groq_api_key or os.environ.get("GROQ_API_KEY") + client = OpenAI(api_key=api_key, base_url=llm_config.model_endpoint) + + response: ChatCompletion = client.chat.completions.create(**request_data) + return response.model_dump() + + @trace_method + async def request_async(self, request_data: dict, llm_config: LLMConfig) -> dict: + """ + Performs underlying asynchronous request to Groq API and returns raw response dict. + """ + api_key = model_settings.groq_api_key or os.environ.get("GROQ_API_KEY") + client = AsyncOpenAI(api_key=api_key, base_url=llm_config.model_endpoint) + + response: ChatCompletion = await client.chat.completions.create(**request_data) + return response.model_dump() + + @trace_method + async def request_embeddings(self, inputs: List[str], embedding_config: EmbeddingConfig) -> List[List[float]]: + """Request embeddings given texts and embedding config""" + api_key = model_settings.groq_api_key or os.environ.get("GROQ_API_KEY") + client = AsyncOpenAI(api_key=api_key, base_url=embedding_config.embedding_endpoint) + response = await client.embeddings.create(model=embedding_config.embedding_model, input=inputs) + + # TODO: add total usage + return [r.embedding for r in response.data] + + @trace_method + async def stream_async(self, request_data: dict, llm_config: LLMConfig) -> AsyncStream[ChatCompletionChunk]: + raise NotImplementedError("Streaming not supported for Groq.") diff --git a/letta/llm_api/llm_api_tools.py b/letta/llm_api/llm_api_tools.py index 184615fa..3dd8cd74 100644 --- a/letta/llm_api/llm_api_tools.py +++ b/letta/llm_api/llm_api_tools.py @@ -8,7 +8,7 @@ import requests from letta.constants import CLI_WARNING_PREFIX from letta.errors import LettaConfigurationError, RateLimitExceededError from letta.llm_api.deepseek import build_deepseek_chat_completions_request, convert_deepseek_response_to_chatcompletion -from letta.llm_api.helpers import add_inner_thoughts_to_functions, unpack_all_inner_thoughts_from_kwargs +from letta.llm_api.helpers import unpack_all_inner_thoughts_from_kwargs from letta.llm_api.openai import ( build_openai_chat_completions_request, openai_chat_completions_process_stream, @@ -16,14 +16,13 @@ from letta.llm_api.openai import ( prepare_openai_payload, ) from letta.local_llm.chat_completion_proxy import get_chat_completion -from letta.local_llm.constants import INNER_THOUGHTS_KWARG, INNER_THOUGHTS_KWARG_DESCRIPTION +from letta.local_llm.constants import INNER_THOUGHTS_KWARG from letta.local_llm.utils import num_tokens_from_functions, num_tokens_from_messages from letta.orm.user import User from letta.otel.tracing import log_event, trace_method from letta.schemas.enums import ProviderCategory from letta.schemas.llm_config import LLMConfig from letta.schemas.message import Message -from letta.schemas.openai.chat_completion_request import ChatCompletionRequest from letta.schemas.openai.chat_completion_response import ChatCompletionResponse from letta.schemas.provider_trace import ProviderTraceCreate from letta.services.telemetry_manager import TelemetryManager @@ -246,57 +245,6 @@ def create( return response - elif llm_config.model_endpoint_type == "groq": - if stream: - raise NotImplementedError("Streaming not yet implemented for Groq.") - - if model_settings.groq_api_key is None and llm_config.model_endpoint == "https://api.groq.com/openai/v1/chat/completions": - raise LettaConfigurationError(message="Groq key is missing from letta config file", missing_fields=["groq_api_key"]) - - # force to true for groq, since they don't support 'content' is non-null - if llm_config.put_inner_thoughts_in_kwargs: - functions = add_inner_thoughts_to_functions( - functions=functions, - inner_thoughts_key=INNER_THOUGHTS_KWARG, - inner_thoughts_description=INNER_THOUGHTS_KWARG_DESCRIPTION, - ) - - tools = [{"type": "function", "function": f} for f in functions] if functions is not None else None - data = ChatCompletionRequest( - model=llm_config.model, - messages=[m.to_openai_dict(put_inner_thoughts_in_kwargs=llm_config.put_inner_thoughts_in_kwargs) for m in messages], - tools=tools, - tool_choice=function_call, - user=str(user_id), - ) - - # https://console.groq.com/docs/openai - # "The following fields are currently not supported and will result in a 400 error (yikes) if they are supplied:" - assert data.top_logprobs is None - assert data.logit_bias is None - assert data.logprobs == False - assert data.n == 1 - # They mention that none of the messages can have names, but it seems to not error out (for now) - - data.stream = False - if isinstance(stream_interface, AgentChunkStreamingInterface): - stream_interface.stream_start() - try: - # groq uses the openai chat completions API, so this component should be reusable - response = openai_chat_completions_request( - url=llm_config.model_endpoint, - api_key=model_settings.groq_api_key, - chat_completion_request=data, - ) - finally: - if isinstance(stream_interface, AgentChunkStreamingInterface): - stream_interface.stream_end() - - if llm_config.put_inner_thoughts_in_kwargs: - response = unpack_all_inner_thoughts_from_kwargs(response=response, inner_thoughts_key=INNER_THOUGHTS_KWARG) - - return response - elif llm_config.model_endpoint_type == "deepseek": if model_settings.deepseek_api_key is None and llm_config.model_endpoint == "": # only is a problem if we are *not* using an openai proxy diff --git a/letta/llm_api/llm_client.py b/letta/llm_api/llm_client.py index 4fcd082a..927c5951 100644 --- a/letta/llm_api/llm_client.py +++ b/letta/llm_api/llm_client.py @@ -86,5 +86,12 @@ class LLMClient: put_inner_thoughts_first=put_inner_thoughts_first, actor=actor, ) + case ProviderType.groq: + from letta.llm_api.groq_client import GroqClient + + return GroqClient( + put_inner_thoughts_first=put_inner_thoughts_first, + actor=actor, + ) case _: return None diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index ef6719e6..009c2682 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -1000,6 +1000,7 @@ async def send_message( "ollama", "azure", "xai", + "groq", ] # Create a new run for execution tracking @@ -1144,6 +1145,7 @@ async def send_message_streaming( "ollama", "azure", "xai", + "groq", ] model_compatible_token_streaming = agent.llm_config.model_endpoint_type in ["anthropic", "openai", "bedrock"] @@ -1350,6 +1352,7 @@ async def _process_message_background( "google_vertex", "bedrock", "ollama", + "groq", ] if agent_eligible and model_compatible: if agent.enable_sleeptime and agent.agent_type != AgentType.voice_convo_agent: @@ -1539,6 +1542,7 @@ async def preview_raw_payload( "ollama", "azure", "xai", + "groq", ] if agent_eligible and model_compatible: @@ -1609,6 +1613,7 @@ async def summarize_agent_conversation( "ollama", "azure", "xai", + "groq", ] if agent_eligible and model_compatible: diff --git a/tests/configs/llm_model_configs/groq.json b/tests/configs/llm_model_configs/groq.json index 5f5c92f9..87e0b50d 100644 --- a/tests/configs/llm_model_configs/groq.json +++ b/tests/configs/llm_model_configs/groq.json @@ -1,8 +1,8 @@ { - "context_window": 8192, - "model": "llama-3.1-70b-versatile", - "model_endpoint_type": "groq", - "model_endpoint": "https://api.groq.com/openai/v1", - "model_wrapper": null, - "put_inner_thoughts_in_kwargs": true + "context_window": 8192, + "model": "qwen/qwen3-32b", + "model_endpoint_type": "groq", + "model_endpoint": "https://api.groq.com/openai/v1", + "model_wrapper": null, + "put_inner_thoughts_in_kwargs": true } diff --git a/tests/integration_test_send_message.py b/tests/integration_test_send_message.py index f2a0d68c..acf2b733 100644 --- a/tests/integration_test_send_message.py +++ b/tests/integration_test_send_message.py @@ -144,7 +144,7 @@ USER_MESSAGE_BASE64_IMAGE: List[MessageCreate] = [ ] # configs for models that are to dumb to do much other than messaging -limited_configs = ["ollama.json", "together-qwen-2.5-72b-instruct.json", "vllm.json", "lmstudio.json"] +limited_configs = ["ollama.json", "together-qwen-2.5-72b-instruct.json", "vllm.json", "lmstudio.json", "groq.json"] all_configs = [ "openai-gpt-4o-mini.json", @@ -161,6 +161,7 @@ all_configs = [ "gemini-2.5-pro-vertex.json", "ollama.json", "together-qwen-2.5-72b-instruct.json", + "groq.json", ] reasoning_configs = [ From 86f7e2036df85cfac97289367f5b572d830d6485 Mon Sep 17 00:00:00 2001 From: Charles Packer Date: Thu, 21 Aug 2025 13:42:19 -0700 Subject: [PATCH 08/56] fix: patch support for custom headers + auth in MCP connects (was getting a weird silent error) Co-authored-by: jnjpng Co-authored-by: Jin Peng --- letta/functions/mcp_client/types.py | 36 +++++++++++++++++++---- letta/server/rest_api/routers/v1/tools.py | 4 +-- 2 files changed, 32 insertions(+), 8 deletions(-) diff --git a/letta/functions/mcp_client/types.py b/letta/functions/mcp_client/types.py index 20a35996..b1cd27e2 100644 --- a/letta/functions/mcp_client/types.py +++ b/letta/functions/mcp_client/types.py @@ -148,9 +148,21 @@ class SSEServerConfig(BaseServerConfig): custom_headers: Optional[dict[str, str]] = Field(None, description="Custom HTTP headers to include with SSE requests") def resolve_token(self) -> Optional[str]: - if self.auth_token and self.auth_token.startswith(f"{MCP_AUTH_TOKEN_BEARER_PREFIX} "): - return self.auth_token[len(f"{MCP_AUTH_TOKEN_BEARER_PREFIX} ") :] - return self.auth_token + """ + Extract token for storage if auth_header/auth_token are provided + and not already in custom_headers. + + Returns: + The resolved token (without Bearer prefix) if it should be stored separately, None otherwise + """ + if self.auth_token and self.auth_header: + # Check if custom_headers already has the auth header + if not self.custom_headers or self.auth_header not in self.custom_headers: + # Strip Bearer prefix if present + if self.auth_token.startswith(f"{MCP_AUTH_TOKEN_BEARER_PREFIX} "): + return self.auth_token[len(f"{MCP_AUTH_TOKEN_BEARER_PREFIX} ") :] + return self.auth_token + return None def resolve_environment_variables(self, environment_variables: Optional[Dict[str, str]] = None) -> None: if self.auth_token and super().is_templated_tool_variable(self.auth_token): @@ -217,9 +229,21 @@ class StreamableHTTPServerConfig(BaseServerConfig): custom_headers: Optional[dict[str, str]] = Field(None, description="Custom HTTP headers to include with streamable HTTP requests") def resolve_token(self) -> Optional[str]: - if self.auth_token and self.auth_token.startswith(f"{MCP_AUTH_TOKEN_BEARER_PREFIX} "): - return self.auth_token[len(f"{MCP_AUTH_TOKEN_BEARER_PREFIX} ") :] - return self.auth_token + """ + Extract token for storage if auth_header/auth_token are provided + and not already in custom_headers. + + Returns: + The resolved token (without Bearer prefix) if it should be stored separately, None otherwise + """ + if self.auth_token and self.auth_header: + # Check if custom_headers already has the auth header + if not self.custom_headers or self.auth_header not in self.custom_headers: + # Strip Bearer prefix if present + if self.auth_token.startswith(f"{MCP_AUTH_TOKEN_BEARER_PREFIX} "): + return self.auth_token[len(f"{MCP_AUTH_TOKEN_BEARER_PREFIX} ") :] + return self.auth_token + return None def resolve_environment_variables(self, environment_variables: Optional[Dict[str, str]] = None) -> None: if self.auth_token and super().is_templated_tool_variable(self.auth_token): diff --git a/letta/server/rest_api/routers/v1/tools.py b/letta/server/rest_api/routers/v1/tools.py index 34d4bc72..a1a0230f 100644 --- a/letta/server/rest_api/routers/v1/tools.py +++ b/letta/server/rest_api/routers/v1/tools.py @@ -547,7 +547,7 @@ async def add_mcp_server_to_config( server_name=request.server_name, server_type=request.type, server_url=request.server_url, - token=request.resolve_token() if not request.custom_headers else None, + token=request.resolve_token(), custom_headers=request.custom_headers, ) elif isinstance(request, StreamableHTTPServerConfig): @@ -555,7 +555,7 @@ async def add_mcp_server_to_config( server_name=request.server_name, server_type=request.type, server_url=request.server_url, - token=request.resolve_token() if not request.custom_headers else None, + token=request.resolve_token(), custom_headers=request.custom_headers, ) From c47473c93de308540ece9b000526f5cf362abaf4 Mon Sep 17 00:00:00 2001 From: jnjpng Date: Thu, 21 Aug 2025 13:43:04 -0700 Subject: [PATCH 09/56] fix: update mcp tool schema validation test Co-authored-by: Jin Peng --- tests/mcp_tests/test_mcp_schema_validation.py | 22 ++++++++++--------- 1 file changed, 12 insertions(+), 10 deletions(-) diff --git a/tests/mcp_tests/test_mcp_schema_validation.py b/tests/mcp_tests/test_mcp_schema_validation.py index 34f50111..46976f25 100644 --- a/tests/mcp_tests/test_mcp_schema_validation.py +++ b/tests/mcp_tests/test_mcp_schema_validation.py @@ -113,10 +113,8 @@ def test_empty_object_in_required_marked_invalid(): @pytest.mark.asyncio -async def test_add_mcp_tool_rejects_non_strict_schemas(): - """Test that adding MCP tools with non-strict schemas is rejected.""" - from fastapi import HTTPException - +async def test_add_mcp_tool_accepts_non_strict_schemas(): + """Test that adding MCP tools with non-strict schemas is allowed.""" from letta.server.rest_api.routers.v1.tools import add_mcp_tool from letta.settings import tool_settings @@ -138,15 +136,19 @@ async def test_add_mcp_tool_rejects_non_strict_schemas(): mock_server = AsyncMock() mock_server.get_tools_from_mcp_server = AsyncMock(return_value=[non_strict_tool]) mock_server.user_manager.get_user_or_default = MagicMock() + mock_server.tool_manager.create_mcp_tool_async = AsyncMock(return_value=non_strict_tool) mock_get_server.return_value = mock_server - # Should raise HTTPException for non-strict schema - with pytest.raises(HTTPException) as exc_info: - await add_mcp_tool(mcp_server_name="test_server", mcp_tool_name="test_tool", server=mock_server, actor_id=None) + # Should accept non-strict schema without raising an exception + result = await add_mcp_tool(mcp_server_name="test_server", mcp_tool_name="test_tool", server=mock_server, actor_id=None) - assert exc_info.value.status_code == 400 - assert "non-strict schema" in exc_info.value.detail["message"].lower() - assert exc_info.value.detail["health_status"] == SchemaHealth.NON_STRICT_ONLY.value + # Verify the tool was added successfully + assert result is not None + + # Verify create_mcp_tool_async was called with the right parameters + mock_server.tool_manager.create_mcp_tool_async.assert_called_once() + call_args = mock_server.tool_manager.create_mcp_tool_async.call_args + assert call_args.kwargs["mcp_server_name"] == "test_server" @pytest.mark.asyncio From 7ed6d1dbaacb9379ef5e8733d8ad840fa746dc64 Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Thu, 21 Aug 2025 13:57:39 -0700 Subject: [PATCH 10/56] feat: Add endpoint to list files attached to an agent (#4082) --- letta/schemas/file.py | 25 ++- letta/server/rest_api/routers/v1/agents.py | 44 +++++ letta/server/rest_api/routers/v1/folders.py | 1 + letta/services/files_agents_manager.py | 60 ++++++ tests/test_managers.py | 194 ++++++++++++++++++++ 5 files changed, 323 insertions(+), 1 deletion(-) diff --git a/letta/schemas/file.py b/letta/schemas/file.py index cfd67f87..93e36d67 100644 --- a/letta/schemas/file.py +++ b/letta/schemas/file.py @@ -1,6 +1,6 @@ from datetime import datetime from enum import Enum -from typing import Optional +from typing import List, Optional from pydantic import Field @@ -108,3 +108,26 @@ class FileAgent(FileAgentBase): default_factory=datetime.utcnow, description="Row last-update timestamp (UTC).", ) + + +class AgentFileAttachment(LettaBase): + """Response model for agent file attachments showing file status in agent context""" + + id: str = Field(..., description="Unique identifier of the file-agent relationship") + file_id: str = Field(..., description="Unique identifier of the file") + file_name: str = Field(..., description="Name of the file") + folder_id: str = Field(..., description="Unique identifier of the folder/source") + folder_name: str = Field(..., description="Name of the folder/source") + is_open: bool = Field(..., description="Whether the file is currently open in the agent's context") + last_accessed_at: Optional[datetime] = Field(None, description="Timestamp of last access by the agent") + visible_content: Optional[str] = Field(None, description="Portion of the file visible to the agent if open") + start_line: Optional[int] = Field(None, description="Starting line number if file was opened with line range") + end_line: Optional[int] = Field(None, description="Ending line number if file was opened with line range") + + +class PaginatedAgentFiles(LettaBase): + """Paginated response for agent files""" + + files: List[AgentFileAttachment] = Field(..., description="List of file attachments for the agent") + next_cursor: Optional[str] = Field(None, description="Cursor for fetching the next page (file-agent relationship ID)") + has_more: bool = Field(..., description="Whether more results exist after this page") diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index 009c2682..c3df88b7 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -26,6 +26,7 @@ from letta.schemas.agent import AgentState, AgentType, CreateAgent, UpdateAgent from letta.schemas.agent_file import AgentFileSchema from letta.schemas.block import Block, BlockUpdate from letta.schemas.enums import JobType +from letta.schemas.file import AgentFileAttachment, PaginatedAgentFiles from letta.schemas.group import Group from letta.schemas.job import JobStatus, JobUpdate, LettaRequestConfig from letta.schemas.letta_message import LettaMessageUnion, LettaMessageUpdateUnion, MessageType @@ -728,6 +729,49 @@ async def list_agent_folders( return await server.agent_manager.list_attached_sources_async(agent_id=agent_id, actor=actor) +@router.get("/{agent_id}/files", response_model=PaginatedAgentFiles, operation_id="list_agent_files") +async def list_agent_files( + agent_id: str, + cursor: Optional[str] = Query(None, description="Pagination cursor from previous response"), + limit: int = Query(20, ge=1, le=100, description="Number of items to return (1-100)"), + is_open: Optional[bool] = Query(None, description="Filter by open status (true for open files, false for closed files)"), + server: "SyncServer" = Depends(get_letta_server), + actor_id: str | None = Header(None, alias="user_id"), # Extract user_id from header, default to None if not present +): + """ + Get the files attached to an agent with their open/closed status (paginated). + """ + actor = await server.user_manager.get_actor_or_default_async(actor_id=actor_id) + + # get paginated file-agent relationships for this agent + file_agents, next_cursor, has_more = await server.file_agent_manager.list_files_for_agent_paginated( + agent_id=agent_id, actor=actor, cursor=cursor, limit=limit, is_open=is_open + ) + + # enrich with file and source metadata + enriched_files = [] + for fa in file_agents: + # get source/folder metadata + source = await server.source_manager.get_source_by_id(source_id=fa.source_id, actor=actor) + + # build response object + attachment = AgentFileAttachment( + id=fa.id, + file_id=fa.file_id, + file_name=fa.file_name, + folder_id=fa.source_id, + folder_name=source.name if source else "Unknown", + is_open=fa.is_open, + last_accessed_at=fa.last_accessed_at, + visible_content=fa.visible_content, + start_line=fa.start_line, + end_line=fa.end_line, + ) + enriched_files.append(attachment) + + return PaginatedAgentFiles(files=enriched_files, next_cursor=next_cursor, has_more=has_more) + + # TODO: remove? can also get with agent blocks @router.get("/{agent_id}/core-memory", response_model=Memory, operation_id="retrieve_agent_memory") async def retrieve_agent_memory( diff --git a/letta/server/rest_api/routers/v1/folders.py b/letta/server/rest_api/routers/v1/folders.py index 22692f30..e9eb1e1a 100644 --- a/letta/server/rest_api/routers/v1/folders.py +++ b/letta/server/rest_api/routers/v1/folders.py @@ -267,6 +267,7 @@ async def upload_file_to_folder( original_filename=original_filename, source_id=folder_id, actor=actor ) + unique_filename = None if existing_file: # Duplicate found, handle based on strategy if duplicate_handling == DuplicateFileHandling.ERROR: diff --git a/letta/services/files_agents_manager.py b/letta/services/files_agents_manager.py index 663edffe..381fb128 100644 --- a/letta/services/files_agents_manager.py +++ b/letta/services/files_agents_manager.py @@ -293,6 +293,66 @@ class FileAgentManager: else: return [r.to_pydantic() for r in rows] + @enforce_types + @trace_method + async def list_files_for_agent_paginated( + self, + agent_id: str, + actor: PydanticUser, + cursor: Optional[str] = None, + limit: int = 20, + is_open: Optional[bool] = None, + ) -> tuple[List[PydanticFileAgent], Optional[str], bool]: + """ + Return paginated file associations for an agent. + + Args: + agent_id: The agent ID to get files for + actor: User performing the action + cursor: Pagination cursor (file-agent ID to start after) + limit: Maximum number of results to return + is_open: Optional filter for open/closed status (None = all, True = open only, False = closed only) + + Returns: + Tuple of (file_agents, next_cursor, has_more) + """ + async with db_registry.async_session() as session: + conditions = [ + FileAgentModel.agent_id == agent_id, + FileAgentModel.organization_id == actor.organization_id, + FileAgentModel.is_deleted == False, + ] + + # apply is_open filter if specified + if is_open is not None: + conditions.append(FileAgentModel.is_open == is_open) + + # apply cursor if provided (get records after this ID) + if cursor: + conditions.append(FileAgentModel.id > cursor) + + query = select(FileAgentModel).where(and_(*conditions)) + + # order by ID for stable pagination + query = query.order_by(FileAgentModel.id) + + # fetch limit + 1 to check if there are more results + query = query.limit(limit + 1) + + result = await session.execute(query) + rows = result.scalars().all() + + # check if we got more records than requested (meaning there are more pages) + has_more = len(rows) > limit + if has_more: + # trim back to the requested limit + rows = rows[:limit] + + # get cursor for next page (ID of last item in current page) + next_cursor = rows[-1].id if rows else None + + return [r.to_pydantic() for r in rows], next_cursor, has_more + @enforce_types @trace_method async def list_agents_for_file( diff --git a/tests/test_managers.py b/tests/test_managers.py index c7dfa8a1..02956d8f 100644 --- a/tests/test_managers.py +++ b/tests/test_managers.py @@ -9644,6 +9644,200 @@ async def test_list_files_and_agents( assert file_blocks[0].label == default_file.file_name +@pytest.mark.asyncio +async def test_list_files_for_agent_paginated_basic( + server, + default_user, + sarah_agent, + default_source, +): + """Test basic pagination functionality.""" + # create 5 files and attach them to sarah + for i in range(5): + file_metadata = PydanticFileMetadata( + file_name=f"paginated_file_{i}.txt", + source_id=default_source.id, + organization_id=default_user.organization_id, + ) + file = await server.file_manager.create_file(file_metadata, actor=default_user) + await server.file_agent_manager.attach_file( + agent_id=sarah_agent.id, + file_id=file.id, + file_name=file.file_name, + source_id=file.source_id, + actor=default_user, + max_files_open=sarah_agent.max_files_open, + ) + + # get first page + page1, cursor1, has_more1 = await server.file_agent_manager.list_files_for_agent_paginated( + agent_id=sarah_agent.id, + actor=default_user, + limit=3, + ) + assert len(page1) == 3 + assert has_more1 is True + assert cursor1 is not None + + # get second page using cursor + page2, cursor2, has_more2 = await server.file_agent_manager.list_files_for_agent_paginated( + agent_id=sarah_agent.id, + actor=default_user, + cursor=cursor1, + limit=3, + ) + assert len(page2) == 2 # only 2 files left (5 total - 3 already fetched) + assert has_more2 is False + assert cursor2 is not None + + # verify no overlap between pages + page1_ids = {fa.id for fa in page1} + page2_ids = {fa.id for fa in page2} + assert page1_ids.isdisjoint(page2_ids) + + +@pytest.mark.asyncio +async def test_list_files_for_agent_paginated_filter_open( + server, + default_user, + sarah_agent, + default_source, +): + """Test pagination with is_open=True filter.""" + # create files: 3 open, 2 closed + for i in range(5): + file_metadata = PydanticFileMetadata( + file_name=f"filter_file_{i}.txt", + source_id=default_source.id, + organization_id=default_user.organization_id, + ) + file = await server.file_manager.create_file(file_metadata, actor=default_user) + await server.file_agent_manager.attach_file( + agent_id=sarah_agent.id, + file_id=file.id, + file_name=file.file_name, + source_id=file.source_id, + actor=default_user, + is_open=(i < 3), # first 3 are open + max_files_open=sarah_agent.max_files_open, + ) + + # get only open files + open_files, cursor, has_more = await server.file_agent_manager.list_files_for_agent_paginated( + agent_id=sarah_agent.id, + actor=default_user, + is_open=True, + limit=10, + ) + assert len(open_files) == 3 + assert has_more is False + assert all(fa.is_open for fa in open_files) + + +@pytest.mark.asyncio +async def test_list_files_for_agent_paginated_filter_closed( + server, + default_user, + sarah_agent, + default_source, +): + """Test pagination with is_open=False filter.""" + # create files: 2 open, 4 closed + for i in range(6): + file_metadata = PydanticFileMetadata( + file_name=f"closed_file_{i}.txt", + source_id=default_source.id, + organization_id=default_user.organization_id, + ) + file = await server.file_manager.create_file(file_metadata, actor=default_user) + await server.file_agent_manager.attach_file( + agent_id=sarah_agent.id, + file_id=file.id, + file_name=file.file_name, + source_id=file.source_id, + actor=default_user, + is_open=(i < 2), # first 2 are open, rest are closed + max_files_open=sarah_agent.max_files_open, + ) + + # paginate through closed files + page1, cursor1, has_more1 = await server.file_agent_manager.list_files_for_agent_paginated( + agent_id=sarah_agent.id, + actor=default_user, + is_open=False, + limit=2, + ) + assert len(page1) == 2 + assert has_more1 is True + assert all(not fa.is_open for fa in page1) + + # get second page of closed files + page2, cursor2, has_more2 = await server.file_agent_manager.list_files_for_agent_paginated( + agent_id=sarah_agent.id, + actor=default_user, + is_open=False, + cursor=cursor1, + limit=3, + ) + assert len(page2) == 2 # only 2 closed files left + assert has_more2 is False + assert all(not fa.is_open for fa in page2) + + +@pytest.mark.asyncio +async def test_list_files_for_agent_paginated_empty( + server, + default_user, + charles_agent, +): + """Test pagination with agent that has no files.""" + # charles_agent has no files attached in this test + result, cursor, has_more = await server.file_agent_manager.list_files_for_agent_paginated( + agent_id=charles_agent.id, + actor=default_user, + limit=10, + ) + assert len(result) == 0 + assert cursor is None + assert has_more is False + + +@pytest.mark.asyncio +async def test_list_files_for_agent_paginated_large_limit( + server, + default_user, + sarah_agent, + default_source, +): + """Test that large limit returns all files without pagination.""" + # create 3 files + for i in range(3): + file_metadata = PydanticFileMetadata( + file_name=f"all_files_{i}.txt", + source_id=default_source.id, + organization_id=default_user.organization_id, + ) + file = await server.file_manager.create_file(file_metadata, actor=default_user) + await server.file_agent_manager.attach_file( + agent_id=sarah_agent.id, + file_id=file.id, + file_name=file.file_name, + source_id=file.source_id, + actor=default_user, + max_files_open=sarah_agent.max_files_open, + ) + + # request with large limit + all_files, cursor, has_more = await server.file_agent_manager.list_files_for_agent_paginated( + agent_id=sarah_agent.id, + actor=default_user, + limit=100, + ) + assert len(all_files) == 3 + assert has_more is False + assert cursor is not None # cursor is still set to last item + + @pytest.mark.asyncio async def test_detach_file(server, file_attachment, default_user): await server.file_agent_manager.detach_file( From a4cd4a94874593b89b334925bdb9dc19611a7ff1 Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Thu, 21 Aug 2025 14:29:51 -0700 Subject: [PATCH 11/56] fix: Fix 0 indexing for offset (#4086) --- letta/functions/function_sets/files.py | 4 ++-- letta/functions/types.py | 2 +- .../tool_executor/files_tool_executor.py | 22 +++++++++++-------- tests/test_sources.py | 16 +++++++------- 4 files changed, 24 insertions(+), 20 deletions(-) diff --git a/letta/functions/function_sets/files.py b/letta/functions/function_sets/files.py index a311e279..1c3c72d4 100644 --- a/letta/functions/function_sets/files.py +++ b/letta/functions/function_sets/files.py @@ -21,8 +21,8 @@ async def open_files(agent_state: "AgentState", file_requests: List[FileOpenRequ Open multiple files with different view ranges: file_requests = [ - FileOpenRequest(file_name="project_utils/config.py", offset=1, length=50), # Lines 1-50 - FileOpenRequest(file_name="project_utils/main.py", offset=100, length=100), # Lines 100-199 + FileOpenRequest(file_name="project_utils/config.py", offset=0, length=50), # Lines 1-50 + FileOpenRequest(file_name="project_utils/main.py", offset=100, length=100), # Lines 101-200 FileOpenRequest(file_name="project_utils/utils.py") # Entire file ] diff --git a/letta/functions/types.py b/letta/functions/types.py index af464657..c5b45e77 100644 --- a/letta/functions/types.py +++ b/letta/functions/types.py @@ -11,7 +11,7 @@ class SearchTask(BaseModel): class FileOpenRequest(BaseModel): file_name: str = Field(description="Name of the file to open") offset: Optional[int] = Field( - default=None, description="Optional starting line number (1-indexed). If not specified, starts from beginning of file." + default=None, description="Optional offset for starting line number (0-indexed). If not specified, starts from beginning of file." ) length: Optional[int] = Field( default=None, description="Optional number of lines to view from offset (inclusive). If not specified, views to end of file." diff --git a/letta/services/tool_executor/files_tool_executor.py b/letta/services/tool_executor/files_tool_executor.py index f8cd9ff2..047a7072 100644 --- a/letta/services/tool_executor/files_tool_executor.py +++ b/letta/services/tool_executor/files_tool_executor.py @@ -151,16 +151,16 @@ class LettaFileToolExecutor(ToolExecutor): offset = file_request.offset length = file_request.length - # Convert 1-indexed offset/length to 0-indexed start/end for LineChunker + # Use 0-indexed offset/length directly for LineChunker start, end = None, None if offset is not None or length is not None: - if offset is not None and offset < 1: - raise ValueError(f"Offset for file {file_name} must be >= 1 (1-indexed), got {offset}") + if offset is not None and offset < 0: + raise ValueError(f"Offset for file {file_name} must be >= 0 (0-indexed), got {offset}") if length is not None and length < 1: raise ValueError(f"Length for file {file_name} must be >= 1, got {length}") - # Convert to 0-indexed for LineChunker - start = (offset - 1) if offset is not None else None + # Use offset directly as it's already 0-indexed + start = offset if offset is not None else None if start is not None and length is not None: end = start + length else: @@ -193,7 +193,7 @@ class LettaFileToolExecutor(ToolExecutor): visible_content=visible_content, max_files_open=agent_state.max_files_open, start_line=start + 1 if start is not None else None, # convert to 1-indexed for user display - end_line=end if end is not None else None, # end is already exclusive in slicing, so this is correct + end_line=end if end is not None else None, # end is already exclusive, shows as 1-indexed inclusive ) opened_files.append(file_name) @@ -220,10 +220,14 @@ class LettaFileToolExecutor(ToolExecutor): for req in file_requests: previous_info = format_previous_range(req.file_name) if req.offset is not None and req.length is not None: - end_line = req.offset + req.length - 1 - file_summaries.append(f"{req.file_name} (lines {req.offset}-{end_line}){previous_info}") + # Display as 1-indexed for user readability: (offset+1) to (offset+length) + start_line = req.offset + 1 + end_line = req.offset + req.length + file_summaries.append(f"{req.file_name} (lines {start_line}-{end_line}){previous_info}") elif req.offset is not None: - file_summaries.append(f"{req.file_name} (lines {req.offset}-end){previous_info}") + # Display as 1-indexed + start_line = req.offset + 1 + file_summaries.append(f"{req.file_name} (lines {start_line}-end){previous_info}") else: file_summaries.append(f"{req.file_name}{previous_info}") diff --git a/tests/test_sources.py b/tests/test_sources.py index aeedb236..905e1297 100644 --- a/tests/test_sources.py +++ b/tests/test_sources.py @@ -424,7 +424,7 @@ def test_agent_uses_open_close_file_correctly(disable_pinecone, client: LettaSDK assert initial_content_length > 10, f"Expected file content > 10 chars, got {initial_content_length}" # Ask agent to open the file for a specific range using offset/length - offset, length = 1, 5 # 1-indexed offset, 5 lines + offset, length = 0, 5 # 0-indexed offset, 5 lines print(f"Requesting agent to open file with offset={offset}, length={length}") open_response1 = client.agents.messages.create( agent_id=agent_state.id, @@ -453,7 +453,7 @@ def test_agent_uses_open_close_file_correctly(disable_pinecone, client: LettaSDK assert "5: " in old_value, f"Expected line 5 to be present, got: {old_value}" # Ask agent to open the file for a different range - offset, length = 6, 5 # Different offset, same length + offset, length = 5, 5 # Different offset, same length open_response2 = client.agents.messages.create( agent_id=agent_state.id, messages=[ @@ -482,8 +482,8 @@ def test_agent_uses_open_close_file_correctly(disable_pinecone, client: LettaSDK assert "10: " in new_value, f"Expected line 10 to be present, got: {new_value}" print(f"Comparing content ranges:") - print(f" First range (offset=1, length=5): '{old_value}'") - print(f" Second range (offset=6, length=5): '{new_value}'") + print(f" First range (offset=0, length=5): '{old_value}'") + print(f" Second range (offset=5, length=5): '{new_value}'") assert new_value != old_value, f"Different view ranges should have different content. New: '{new_value}', Old: '{old_value}'" @@ -703,7 +703,7 @@ def test_view_ranges_have_metadata(disable_pinecone, client: LettaSDKClient, age assert block.value.startswith("[Viewing file start (out of 100 lines)]") # Open a specific range using offset/length - offset = 50 # 1-indexed line 50 + offset = 49 # 0-indexed for line 50 length = 5 # 5 lines (50-54) open_response = client.agents.messages.create( agent_id=agent_state.id, @@ -960,9 +960,9 @@ def test_open_files_schema_descriptions(disable_pinecone, client: LettaSDKClient # Check that examples are included assert "Examples:" in description assert 'FileOpenRequest(file_name="project_utils/config.py")' in description - assert 'FileOpenRequest(file_name="project_utils/config.py", offset=1, length=50)' in description + assert 'FileOpenRequest(file_name="project_utils/config.py", offset=0, length=50)' in description assert "# Lines 1-50" in description - assert "# Lines 100-199" in description + assert "# Lines 101-200" in description assert "# Entire file" in description assert "close_all_others=True" in description assert "View specific portions of large files (e.g. functions or definitions)" in description @@ -1009,7 +1009,7 @@ def test_open_files_schema_descriptions(disable_pinecone, client: LettaSDKClient # Check offset field assert "offset" in file_request_properties offset_prop = file_request_properties["offset"] - expected_offset_desc = "Optional starting line number (1-indexed). If not specified, starts from beginning of file." + expected_offset_desc = "Optional offset for starting line number (0-indexed). If not specified, starts from beginning of file." assert offset_prop["description"] == expected_offset_desc assert offset_prop["type"] == "integer" From a2f4ca5f890034cb3474ca32b94ebfc75d6c6abf Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Thu, 21 Aug 2025 16:23:37 -0700 Subject: [PATCH 12/56] fix: Fix bugs with exporting/importing agents with files (#4089) --- letta/schemas/agent_file.py | 2 +- letta/services/agent_serialization_manager.py | 33 ++++- letta/services/source_manager.py | 27 +++- poetry.lock | 6 +- tests/helpers/utils.py | 36 +++++ tests/test_managers.py | 53 +++++++ tests/test_sdk_client.py | 131 ++++++++++++++++++ tests/test_sources.py | 34 +---- 8 files changed, 279 insertions(+), 43 deletions(-) diff --git a/letta/schemas/agent_file.py b/letta/schemas/agent_file.py index 02d3988a..73477c2e 100644 --- a/letta/schemas/agent_file.py +++ b/letta/schemas/agent_file.py @@ -129,7 +129,7 @@ class AgentSchema(CreateAgent): memory_blocks=[], # TODO: Convert from agent_state.memory if needed tools=[], tool_ids=[tool.id for tool in agent_state.tools] if agent_state.tools else [], - source_ids=[], # [source.id for source in agent_state.sources] if agent_state.sources else [], + source_ids=[source.id for source in agent_state.sources] if agent_state.sources else [], block_ids=[block.id for block in agent_state.memory.blocks], tool_rules=agent_state.tool_rules, tags=agent_state.tags, diff --git a/letta/services/agent_serialization_manager.py b/letta/services/agent_serialization_manager.py index 56f324d7..722801cc 100644 --- a/letta/services/agent_serialization_manager.py +++ b/letta/services/agent_serialization_manager.py @@ -1,3 +1,4 @@ +import uuid from datetime import datetime, timezone from typing import Any, Dict, List, Optional @@ -519,8 +520,20 @@ class AgentSerializationManager: if schema.sources: # convert source schemas to pydantic sources pydantic_sources = [] + + # First, do a fast batch check for existing source names to avoid conflicts + source_names_to_check = [s.name for s in schema.sources] + existing_source_names = await self.source_manager.get_existing_source_names(source_names_to_check, actor) + for source_schema in schema.sources: source_data = source_schema.model_dump(exclude={"id", "embedding", "embedding_chunk_size"}) + + # Check if source name already exists, if so add unique suffix + original_name = source_data["name"] + if original_name in existing_source_names: + unique_suffix = uuid.uuid4().hex[:8] + source_data["name"] = f"{original_name}_{unique_suffix}" + pydantic_sources.append(Source(**source_data)) # bulk upsert all sources at once @@ -529,13 +542,15 @@ class AgentSerializationManager: # map file ids to database ids # note: sources are matched by name during upsert, so we need to match by name here too created_sources_by_name = {source.name: source for source in created_sources} - for source_schema in schema.sources: - created_source = created_sources_by_name.get(source_schema.name) + for i, source_schema in enumerate(schema.sources): + # Use the pydantic source name (which may have been modified for uniqueness) + source_name = pydantic_sources[i].name + created_source = created_sources_by_name.get(source_name) if created_source: file_to_db_ids[source_schema.id] = created_source.id imported_count += 1 else: - logger.warning(f"Source {source_schema.name} was not created during bulk upsert") + logger.warning(f"Source {source_name} was not created during bulk upsert") # 4. Create files (depends on sources) for file_schema in schema.files: @@ -595,6 +610,10 @@ class AgentSerializationManager: if agent_data.get("block_ids"): agent_data["block_ids"] = [file_to_db_ids[file_id] for file_id in agent_data["block_ids"]] + # Remap source_ids from file IDs to database IDs + if agent_data.get("source_ids"): + agent_data["source_ids"] = [file_to_db_ids[file_id] for file_id in agent_data["source_ids"]] + if env_vars: for var in agent_data["tool_exec_environment_variables"]: var["value"] = env_vars.get(var["key"], "") @@ -641,14 +660,16 @@ class AgentSerializationManager: for file_agent_schema in agent_schema.files_agents: file_db_id = file_to_db_ids[file_agent_schema.file_id] - # Use cached file metadata if available + # Use cached file metadata if available (with content) if file_db_id not in file_metadata_cache: - file_metadata_cache[file_db_id] = await self.file_manager.get_file_by_id(file_db_id, actor) + file_metadata_cache[file_db_id] = await self.file_manager.get_file_by_id( + file_db_id, actor, include_content=True + ) file_metadata = file_metadata_cache[file_db_id] files_for_agent.append(file_metadata) if file_agent_schema.visible_content: - visible_content_map[file_db_id] = file_agent_schema.visible_content + visible_content_map[file_metadata.file_name] = file_agent_schema.visible_content # Bulk attach files to agent await self.file_agent_manager.attach_files_bulk( diff --git a/letta/services/source_manager.py b/letta/services/source_manager.py index dbab4f29..28b314b0 100644 --- a/letta/services/source_manager.py +++ b/letta/services/source_manager.py @@ -143,7 +143,6 @@ class SourceManager: update_dict[col.name] = excluded[col.name] upsert_stmt = stmt.on_conflict_do_update(index_elements=["name", "organization_id"], set_=update_dict) - await session.execute(upsert_stmt) await session.commit() @@ -397,3 +396,29 @@ class SourceManager: sources_orm = result.scalars().all() return [source.to_pydantic() for source in sources_orm] + + @enforce_types + @trace_method + async def get_existing_source_names(self, source_names: List[str], actor: PydanticUser) -> set[str]: + """ + Fast batch check to see which source names already exist for the organization. + + Args: + source_names: List of source names to check + actor: User performing the action + + Returns: + Set of source names that already exist + """ + if not source_names: + return set() + + async with db_registry.async_session() as session: + query = select(SourceModel.name).where( + SourceModel.name.in_(source_names), SourceModel.organization_id == actor.organization_id, SourceModel.is_deleted == False + ) + + result = await session.execute(query) + existing_names = result.scalars().all() + + return set(existing_names) diff --git a/poetry.lock b/poetry.lock index 7a548938..3d2d408d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -3473,13 +3473,13 @@ vcr = ["vcrpy (>=7.0.0)"] [[package]] name = "letta-client" -version = "0.1.271" +version = "0.1.272" description = "" optional = false python-versions = "<4.0,>=3.8" files = [ - {file = "letta_client-0.1.271-py3-none-any.whl", hash = "sha256:edbf6323e472202090113147b1c9ed280151d4966999686046d48c50c19c74fc"}, - {file = "letta_client-0.1.271.tar.gz", hash = "sha256:ae7944e594fe87dd80ce5057c42806e8c24b55e11f8fe6d05420fbc5af9b4180"}, + {file = "letta_client-0.1.272-py3-none-any.whl", hash = "sha256:ed5afffce9431e9dd1170c642efc68b1b5edadfe1923a467f017588dd371447e"}, + {file = "letta_client-0.1.272.tar.gz", hash = "sha256:40bb1e802aeabbb9cb6eaa2105eff7e8a704ac0962623e4b27d6320e57029dcc"}, ] [package.dependencies] diff --git a/tests/helpers/utils.py b/tests/helpers/utils.py index 24467688..7ce5b989 100644 --- a/tests/helpers/utils.py +++ b/tests/helpers/utils.py @@ -278,3 +278,39 @@ async def upload_test_agentfile_from_disk_async(client: AsyncLetta, filename: st with open(file_path, "rb") as f: uploaded = await client.agents.import_file(file=f, append_copy_suffix=True, override_existing_tools=False) return uploaded + + +def upload_file_and_wait( + client: Letta, + source_id: str, + file_path: str, + name: Optional[str] = None, + max_wait: int = 60, + duplicate_handling: Optional["DuplicateFileHandling"] = None, +): + """Helper function to upload a file and wait for processing to complete""" + from letta_client import DuplicateFileHandling as ClientDuplicateFileHandling + + with open(file_path, "rb") as f: + if duplicate_handling: + # handle both client and server enum types + if hasattr(duplicate_handling, "value"): + # server enum type + duplicate_handling = ClientDuplicateFileHandling(duplicate_handling.value) + file_metadata = client.sources.files.upload(source_id=source_id, file=f, duplicate_handling=duplicate_handling, name=name) + else: + file_metadata = client.sources.files.upload(source_id=source_id, file=f, name=name) + + # wait for the file to be processed + start_time = time.time() + while file_metadata.processing_status != "completed" and file_metadata.processing_status != "error": + if time.time() - start_time > max_wait: + raise TimeoutError(f"File processing timed out after {max_wait} seconds") + time.sleep(1) + file_metadata = client.sources.get_file_metadata(source_id=source_id, file_id=file_metadata.id) + print("Waiting for file processing to complete...", file_metadata.processing_status) + + if file_metadata.processing_status == "error": + raise RuntimeError(f"File processing failed: {file_metadata.error_message}") + + return file_metadata diff --git a/tests/test_managers.py b/tests/test_managers.py index 02956d8f..adeadd41 100644 --- a/tests/test_managers.py +++ b/tests/test_managers.py @@ -5698,6 +5698,59 @@ async def test_get_set_blocks_for_identities(server: SyncServer, default_block, # ====================================================================================================================== +@pytest.mark.asyncio +async def test_get_existing_source_names(server: SyncServer, default_user, event_loop): + """Test the fast batch check for existing source names.""" + # Create some test sources + source1 = PydanticSource( + name="test_source_1", + embedding_config=EmbeddingConfig( + embedding_endpoint_type="openai", + embedding_endpoint="https://api.openai.com/v1", + embedding_model="text-embedding-ada-002", + embedding_dim=1536, + embedding_chunk_size=300, + ), + ) + source2 = PydanticSource( + name="test_source_2", + embedding_config=EmbeddingConfig( + embedding_endpoint_type="openai", + embedding_endpoint="https://api.openai.com/v1", + embedding_model="text-embedding-ada-002", + embedding_dim=1536, + embedding_chunk_size=300, + ), + ) + + # Create the sources + created_source1 = await server.source_manager.create_source(source1, default_user) + created_source2 = await server.source_manager.create_source(source2, default_user) + + # Test batch check - mix of existing and non-existing names + names_to_check = ["test_source_1", "test_source_2", "non_existent_source", "another_non_existent"] + existing_names = await server.source_manager.get_existing_source_names(names_to_check, default_user) + + # Verify results + assert len(existing_names) == 2 + assert "test_source_1" in existing_names + assert "test_source_2" in existing_names + assert "non_existent_source" not in existing_names + assert "another_non_existent" not in existing_names + + # Test with empty list + empty_result = await server.source_manager.get_existing_source_names([], default_user) + assert len(empty_result) == 0 + + # Test with all non-existing names + non_existing_result = await server.source_manager.get_existing_source_names(["fake1", "fake2"], default_user) + assert len(non_existing_result) == 0 + + # Cleanup + await server.source_manager.delete_source(created_source1.id, default_user) + await server.source_manager.delete_source(created_source2.id, default_user) + + @pytest.mark.asyncio async def test_create_source(server: SyncServer, default_user, event_loop): """Test creating a new source.""" diff --git a/tests/test_sdk_client.py b/tests/test_sdk_client.py index b06f6934..56224581 100644 --- a/tests/test_sdk_client.py +++ b/tests/test_sdk_client.py @@ -17,6 +17,8 @@ from letta_client.core import ApiError from letta_client.types import AgentState, ToolReturnMessage from pydantic import BaseModel, Field +from tests.helpers.utils import upload_file_and_wait + # Constants SERVER_PORT = 8283 @@ -1869,3 +1871,132 @@ def test_agent_serialization_v2( if len(original_user_msgs) > 0 and len(imported_user_msgs) > 0: assert imported_user_msgs[0].content == original_user_msgs[0].content, "User message content not preserved" assert "Test message" in imported_user_msgs[0].content, "Test message content not found" + + +def test_export_import_agent_with_files(client: LettaSDKClient): + """Test exporting and importing an agent with files attached.""" + + # Clean up any existing source with the same name from previous runs + existing_sources = client.sources.list() + for existing_source in existing_sources: + client.sources.delete(source_id=existing_source.id) + + # Create a source and upload test files + source = client.sources.create(name="test_export_source", embedding="openai/text-embedding-3-small") + + # Upload test files to the source + test_files = ["tests/data/test.txt", "tests/data/test.md"] + + for file_path in test_files: + upload_file_and_wait(client, source.id, file_path) + + # Verify files were uploaded successfully + files_in_source = client.sources.files.list(source_id=source.id, limit=10) + assert len(files_in_source) == len(test_files), f"Expected {len(test_files)} files, got {len(files_in_source)}" + + # Create a simple agent with the source attached + temp_agent = client.agents.create( + memory_blocks=[ + CreateBlock(label="human", value="username: sarah"), + ], + model="openai/gpt-4o-mini", + embedding="openai/text-embedding-3-small", + source_ids=[source.id], # Attach the source with files + ) + + # Verify the agent has the source and file blocks + agent_state = client.agents.retrieve(agent_id=temp_agent.id) + assert len(agent_state.sources) == 1, "Agent should have one source attached" + assert agent_state.sources[0].id == source.id, "Agent should have the correct source attached" + + # Verify file blocks are present + file_blocks = agent_state.memory.file_blocks + assert len(file_blocks) == len(test_files), f"Expected {len(test_files)} file blocks, got {len(file_blocks)}" + + # Export the agent + serialized_agent = client.agents.export_file(agent_id=temp_agent.id, use_legacy_format=False) + + # Convert to JSON bytes for import + json_str = json.dumps(serialized_agent) + file_obj = io.BytesIO(json_str.encode("utf-8")) + + # Import the agent + import_result = client.agents.import_file(file=file_obj, append_copy_suffix=True, override_existing_tools=True) + + # Verify import was successful + assert len(import_result.agent_ids) == 1, "Should have imported exactly one agent" + imported_agent_id = import_result.agent_ids[0] + imported_agent = client.agents.retrieve(agent_id=imported_agent_id) + + # Verify the source is attached to the imported agent + assert len(imported_agent.sources) == 1, "Imported agent should have one source attached" + imported_source = imported_agent.sources[0] + + # Check that imported source has the same files + imported_files = client.sources.files.list(source_id=imported_source.id, limit=10) + assert len(imported_files) == len(test_files), f"Imported source should have {len(test_files)} files" + + # Verify file blocks are preserved in imported agent + imported_file_blocks = imported_agent.memory.file_blocks + assert len(imported_file_blocks) == len(test_files), f"Imported agent should have {len(test_files)} file blocks" + + # Verify file block content + for file_block in imported_file_blocks: + assert file_block.value is not None and len(file_block.value) > 0, "Imported file block should have content" + assert "[Viewing file start" in file_block.value, "Imported file block should show file viewing header" + + # Test that files can be opened on the imported agent + if len(imported_files) > 0: + test_file = imported_files[0] + client.agents.files.open(agent_id=imported_agent_id, file_id=test_file.id) + + # Clean up + client.agents.delete(agent_id=temp_agent.id) + client.agents.delete(agent_id=imported_agent_id) + client.sources.delete(source_id=source.id) + + +def test_import_agent_with_files_from_disk(client: LettaSDKClient): + """Test exporting an agent with files to disk and importing it back.""" + # Upload test files to the source + test_files = ["tests/data/test.txt", "tests/data/test.md"] + + # Save to file + file_path = os.path.join(os.path.dirname(__file__), "test_agent_files", "test_agent_with_files_and_sources.af") + + # Now import from the file + with open(file_path, "rb") as f: + import_result = client.agents.import_file( + file=f, append_copy_suffix=True, override_existing_tools=True # Use suffix to avoid name conflict + ) + + # Verify import was successful + assert len(import_result.agent_ids) == 1, "Should have imported exactly one agent" + imported_agent_id = import_result.agent_ids[0] + imported_agent = client.agents.retrieve(agent_id=imported_agent_id) + + # Verify the source is attached to the imported agent + assert len(imported_agent.sources) == 1, "Imported agent should have one source attached" + imported_source = imported_agent.sources[0] + + # Check that imported source has the same files + imported_files = client.sources.files.list(source_id=imported_source.id, limit=10) + assert len(imported_files) == len(test_files), f"Imported source should have {len(test_files)} files" + + # Verify file blocks are preserved in imported agent + imported_file_blocks = imported_agent.memory.file_blocks + assert len(imported_file_blocks) == len(test_files), f"Imported agent should have {len(test_files)} file blocks" + + # Verify file block content + for file_block in imported_file_blocks: + assert file_block.value is not None and len(file_block.value) > 0, "Imported file block should have content" + assert "[Viewing file start" in file_block.value, "Imported file block should show file viewing header" + + # Test that files can be opened on the imported agent + if len(imported_files) > 0: + test_file = imported_files[0] + client.agents.files.open(agent_id=imported_agent_id, file_id=test_file.id) + + # Clean up agents and sources + client.agents.delete(agent_id=imported_agent_id) + client.sources.delete(source_id=imported_source.id) diff --git a/tests/test_sources.py b/tests/test_sources.py index 905e1297..cb0d2d1e 100644 --- a/tests/test_sources.py +++ b/tests/test_sources.py @@ -4,11 +4,10 @@ import tempfile import threading import time from datetime import datetime, timedelta -from typing import Optional import pytest from dotenv import load_dotenv -from letta_client import CreateBlock, DuplicateFileHandling +from letta_client import CreateBlock from letta_client import Letta as LettaSDKClient from letta_client import LettaRequest from letta_client import MessageCreate as ClientMessageCreate @@ -19,6 +18,7 @@ from letta.schemas.enums import FileProcessingStatus, ToolType from letta.schemas.message import MessageCreate from letta.schemas.user import User from letta.settings import settings +from tests.helpers.utils import upload_file_and_wait from tests.utils import wait_for_server # Constants @@ -72,36 +72,6 @@ def client() -> LettaSDKClient: yield client -def upload_file_and_wait( - client: LettaSDKClient, - source_id: str, - file_path: str, - name: Optional[str] = None, - max_wait: int = 60, - duplicate_handling: DuplicateFileHandling = None, -): - """Helper function to upload a file and wait for processing to complete""" - with open(file_path, "rb") as f: - if duplicate_handling: - file_metadata = client.sources.files.upload(source_id=source_id, file=f, duplicate_handling=duplicate_handling, name=name) - else: - file_metadata = client.sources.files.upload(source_id=source_id, file=f, name=name) - - # Wait for the file to be processed - start_time = time.time() - while file_metadata.processing_status != "completed" and file_metadata.processing_status != "error": - if time.time() - start_time > max_wait: - pytest.fail(f"File processing timed out after {max_wait} seconds") - time.sleep(1) - file_metadata = client.sources.get_file_metadata(source_id=source_id, file_id=file_metadata.id) - print("Waiting for file processing to complete...", file_metadata.processing_status) - - if file_metadata.processing_status == "error": - pytest.fail(f"File processing failed: {file_metadata.error_message}") - - return file_metadata - - @pytest.fixture def agent_state(disable_pinecone, client: LettaSDKClient): open_file_tool = client.tools.list(name="open_files")[0] From 223c8832054fc7e9c3aedd0eede2a93553fa35ec Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Thu, 21 Aug 2025 16:52:23 -0700 Subject: [PATCH 13/56] feat: Make embedding async (#4091) --- letta/services/agent_serialization_manager.py | 109 ++++++++++++++---- tests/test_managers.py | 7 ++ 2 files changed, 92 insertions(+), 24 deletions(-) diff --git a/letta/services/agent_serialization_manager.py b/letta/services/agent_serialization_manager.py index 722801cc..9155049d 100644 --- a/letta/services/agent_serialization_manager.py +++ b/letta/services/agent_serialization_manager.py @@ -1,3 +1,4 @@ +import asyncio import uuid from datetime import datetime, timezone from typing import Any, Dict, List, Optional @@ -569,33 +570,42 @@ class AgentSerializationManager: imported_count += 1 # 5. Process files for chunking/embedding (depends on files and sources) - if should_use_pinecone(): - embedder = PineconeEmbedder(embedding_config=schema.agents[0].embedding_config) - else: - embedder = OpenAIEmbedder(embedding_config=schema.agents[0].embedding_config) - file_processor = FileProcessor( - file_parser=self.file_parser, - embedder=embedder, - actor=actor, - using_pinecone=self.using_pinecone, - ) + # Start background tasks for file processing + background_tasks = [] + if schema.files and any(f.content for f in schema.files): + if should_use_pinecone(): + embedder = PineconeEmbedder(embedding_config=schema.agents[0].embedding_config) + else: + embedder = OpenAIEmbedder(embedding_config=schema.agents[0].embedding_config) + file_processor = FileProcessor( + file_parser=self.file_parser, + embedder=embedder, + actor=actor, + using_pinecone=self.using_pinecone, + ) - for file_schema in schema.files: - if file_schema.content: # Only process files with content - file_db_id = file_to_db_ids[file_schema.id] - source_db_id = file_to_db_ids[file_schema.source_id] + for file_schema in schema.files: + if file_schema.content: # Only process files with content + file_db_id = file_to_db_ids[file_schema.id] + source_db_id = file_to_db_ids[file_schema.source_id] - # Get the created file metadata (with caching) - if file_db_id not in file_metadata_cache: - file_metadata_cache[file_db_id] = await self.file_manager.get_file_by_id(file_db_id, actor) - file_metadata = file_metadata_cache[file_db_id] + # Get the created file metadata (with caching) + if file_db_id not in file_metadata_cache: + file_metadata_cache[file_db_id] = await self.file_manager.get_file_by_id(file_db_id, actor) + file_metadata = file_metadata_cache[file_db_id] - # Save the db call of fetching content again - file_metadata.content = file_schema.content + # Save the db call of fetching content again + file_metadata.content = file_schema.content - # Process the file for chunking/embedding - passages = await file_processor.process_imported_file(file_metadata=file_metadata, source_id=source_db_id) - imported_count += len(passages) + # Create background task for file processing + # TODO: This can be moved to celery or RQ or something + task = asyncio.create_task( + self._process_file_async( + file_metadata=file_metadata, source_id=source_db_id, file_processor=file_processor, actor=actor + ) + ) + background_tasks.append(task) + logger.info(f"Started background processing for file {file_metadata.file_name} (ID: {file_db_id})") # 6. Create agents with empty message history for agent_schema in schema.agents: @@ -696,9 +706,19 @@ class AgentSerializationManager: file_to_db_ids[group.id] = created_group.id imported_count += 1 + # prepare result message + num_background_tasks = len(background_tasks) + if num_background_tasks > 0: + message = ( + f"Import completed successfully. Imported {imported_count} entities. " + f"{num_background_tasks} file(s) are being processed in the background for embeddings." + ) + else: + message = f"Import completed successfully. Imported {imported_count} entities." + return ImportResult( success=True, - message=f"Import completed successfully. Imported {imported_count} entities.", + message=message, imported_count=imported_count, imported_agent_ids=imported_agent_ids, id_mappings=file_to_db_ids, @@ -876,3 +896,44 @@ class AgentSerializationManager: except AttributeError: allowed = model_cls.__fields__.keys() # Pydantic v1 return {k: v for k, v in data.items() if k in allowed} + + async def _process_file_async(self, file_metadata: FileMetadata, source_id: str, file_processor: FileProcessor, actor: User): + """ + Process a file asynchronously in the background. + + This method handles chunking and embedding of file content without blocking + the main import process. + + Args: + file_metadata: The file metadata with content + source_id: The database ID of the source + file_processor: The file processor instance to use + actor: The user performing the action + """ + file_id = file_metadata.id + file_name = file_metadata.file_name + + try: + logger.info(f"Starting background processing for file {file_name} (ID: {file_id})") + + # process the file for chunking/embedding + passages = await file_processor.process_imported_file(file_metadata=file_metadata, source_id=source_id) + + logger.info(f"Successfully processed file {file_name} with {len(passages)} passages") + + # file status is automatically updated to COMPLETED by process_imported_file + return passages + + except Exception as e: + logger.error(f"Failed to process file {file_name} (ID: {file_id}) in background: {e}") + + # update file status to ERROR + try: + await self.file_manager.update_file_status( + file_id=file_id, actor=actor, processing_status=FileProcessingStatus.ERROR, error_message=str(e) + ) + except Exception as update_error: + logger.error(f"Failed to update file status to ERROR for {file_id}: {update_error}") + + # we don't re-raise here since this is a background task + # the file will be marked as ERROR and the import can continue diff --git a/tests/test_managers.py b/tests/test_managers.py index adeadd41..f8acc485 100644 --- a/tests/test_managers.py +++ b/tests/test_managers.py @@ -10874,3 +10874,10 @@ FAILED tests/test_managers.py::test_high_concurrency_stress_test - AssertionErro # # Clean up # for block in blocks: # await server.block_manager.delete_block_async(block.id, actor=default_user) + + +# TODO: I use this as a way to easily wipe my local db lol sorry +# TODO: Leave this in here I constantly wipe my db for testing unless you care about optics +@pytest.mark.asyncio +async def test_wipe(): + assert True From b3704e47be3f8d7b630e312c5c2a70c508d34894 Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Thu, 21 Aug 2025 16:58:19 -0700 Subject: [PATCH 14/56] feat: Support override tool functionality to agent file v2 (#4092) --- letta/server/rest_api/routers/v1/agents.py | 4 +- letta/services/agent_serialization_manager.py | 8 +- letta/services/tool_manager.py | 61 +++++--- tests/test_managers.py | 142 +++++++++++++++++- 4 files changed, 193 insertions(+), 22 deletions(-) diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index c3df88b7..bdfbb6d1 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -260,7 +260,9 @@ async def import_agent( raise HTTPException(status_code=422, detail=f"Invalid agent file schema: {e!s}") try: - import_result = await server.agent_serialization_manager.import_file(schema=agent_schema, actor=actor) + import_result = await server.agent_serialization_manager.import_file( + schema=agent_schema, actor=actor, append_copy_suffix=append_copy_suffix, override_existing_tools=override_existing_tools + ) if not import_result.success: raise HTTPException( diff --git a/letta/services/agent_serialization_manager.py b/letta/services/agent_serialization_manager.py index 9155049d..55b50907 100644 --- a/letta/services/agent_serialization_manager.py +++ b/letta/services/agent_serialization_manager.py @@ -428,6 +428,8 @@ class AgentSerializationManager: self, schema: AgentFileSchema, actor: User, + append_copy_suffix: bool = False, + override_existing_tools: bool = True, dry_run: bool = False, env_vars: Optional[Dict[str, Any]] = None, ) -> ImportResult: @@ -489,7 +491,9 @@ class AgentSerializationManager: pydantic_tools.append(Tool(**tool_schema.model_dump(exclude={"id"}))) # bulk upsert all tools at once - created_tools = await self.tool_manager.bulk_upsert_tools_async(pydantic_tools, actor) + created_tools = await self.tool_manager.bulk_upsert_tools_async( + pydantic_tools, actor, override_existing_tools=override_existing_tools + ) # map file ids to database ids # note: tools are matched by name during upsert, so we need to match by name here too @@ -611,6 +615,8 @@ class AgentSerializationManager: for agent_schema in schema.agents: # Convert AgentSchema back to CreateAgent, remapping tool/block IDs agent_data = agent_schema.model_dump(exclude={"id", "in_context_message_ids", "messages"}) + if append_copy_suffix: + agent_data["name"] = agent_data.get("name") + "_copy" # Remap tool_ids from file IDs to database IDs if agent_data.get("tool_ids"): diff --git a/letta/services/tool_manager.py b/letta/services/tool_manager.py index 96602921..d990ff92 100644 --- a/letta/services/tool_manager.py +++ b/letta/services/tool_manager.py @@ -184,7 +184,9 @@ class ToolManager: @enforce_types @trace_method - async def bulk_upsert_tools_async(self, pydantic_tools: List[PydanticTool], actor: PydanticUser) -> List[PydanticTool]: + async def bulk_upsert_tools_async( + self, pydantic_tools: List[PydanticTool], actor: PydanticUser, override_existing_tools: bool = True + ) -> List[PydanticTool]: """ Bulk create or update multiple tools in a single database transaction. @@ -227,10 +229,10 @@ class ToolManager: if settings.letta_pg_uri_no_default: # use optimized postgresql bulk upsert async with db_registry.async_session() as session: - return await self._bulk_upsert_postgresql(session, pydantic_tools, actor) + return await self._bulk_upsert_postgresql(session, pydantic_tools, actor, override_existing_tools) else: # fallback to individual upserts for sqlite - return await self._upsert_tools_individually(pydantic_tools, actor) + return await self._upsert_tools_individually(pydantic_tools, actor, override_existing_tools) @enforce_types @trace_method @@ -784,8 +786,10 @@ class ToolManager: return await self._upsert_tools_individually(tool_data_list, actor) @trace_method - async def _bulk_upsert_postgresql(self, session, tool_data_list: List[PydanticTool], actor: PydanticUser) -> List[PydanticTool]: - """hyper-optimized postgresql bulk upsert using on_conflict_do_update.""" + async def _bulk_upsert_postgresql( + self, session, tool_data_list: List[PydanticTool], actor: PydanticUser, override_existing_tools: bool = True + ) -> List[PydanticTool]: + """hyper-optimized postgresql bulk upsert using on_conflict_do_update or on_conflict_do_nothing.""" from sqlalchemy import func, select from sqlalchemy.dialects.postgresql import insert @@ -809,32 +813,51 @@ class ToolManager: # use postgresql's native bulk upsert stmt = insert(table).values(insert_data) - # on conflict, update all columns except id, created_at, and _created_by_id - excluded = stmt.excluded - update_dict = {} - for col in table.columns: - if col.name not in ("id", "created_at", "_created_by_id"): - if col.name == "updated_at": - update_dict[col.name] = func.now() - else: - update_dict[col.name] = excluded[col.name] + if override_existing_tools: + # on conflict, update all columns except id, created_at, and _created_by_id + excluded = stmt.excluded + update_dict = {} + for col in table.columns: + if col.name not in ("id", "created_at", "_created_by_id"): + if col.name == "updated_at": + update_dict[col.name] = func.now() + else: + update_dict[col.name] = excluded[col.name] - upsert_stmt = stmt.on_conflict_do_update(index_elements=["name", "organization_id"], set_=update_dict) + upsert_stmt = stmt.on_conflict_do_update(index_elements=["name", "organization_id"], set_=update_dict) + else: + # on conflict, do nothing (skip existing tools) + upsert_stmt = stmt.on_conflict_do_nothing(index_elements=["name", "organization_id"]) await session.execute(upsert_stmt) await session.commit() - # fetch results + # fetch results (includes both inserted and skipped tools) tool_names = [tool.name for tool in tool_data_list] result_query = select(ToolModel).where(ToolModel.name.in_(tool_names), ToolModel.organization_id == actor.organization_id) result = await session.execute(result_query) return [tool.to_pydantic() for tool in result.scalars()] @trace_method - async def _upsert_tools_individually(self, tool_data_list: List[PydanticTool], actor: PydanticUser) -> List[PydanticTool]: + async def _upsert_tools_individually( + self, tool_data_list: List[PydanticTool], actor: PydanticUser, override_existing_tools: bool = True + ) -> List[PydanticTool]: """fallback to individual upserts for sqlite (original approach).""" tools = [] for tool in tool_data_list: - upserted_tool = await self.create_or_update_tool_async(tool, actor) - tools.append(upserted_tool) + if override_existing_tools: + # update existing tools if they exist + upserted_tool = await self.create_or_update_tool_async(tool, actor) + tools.append(upserted_tool) + else: + # skip existing tools, only create new ones + existing_tool_id = await self.get_tool_id_by_name_async(tool_name=tool.name, actor=actor) + if existing_tool_id: + # tool exists, fetch and return it without updating + existing_tool = await self.get_tool_by_id_async(existing_tool_id, actor=actor) + tools.append(existing_tool) + else: + # tool doesn't exist, create it + created_tool = await self.create_tool_async(tool, actor=actor) + tools.append(created_tool) return tools diff --git a/tests/test_managers.py b/tests/test_managers.py index f8acc485..7774c727 100644 --- a/tests/test_managers.py +++ b/tests/test_managers.py @@ -3969,7 +3969,7 @@ async def test_bulk_upsert_tools_name_conflict(server: SyncServer, default_user) name="unique_name_tool", description="Original description", tags=["original"], - source_code="def unique_name_tool():\n '''Original function'''\n return 'original'", + source_code="def unique_name_tool():\n '''Original function'''\n return 'original'`", source_type="python", ) @@ -4087,6 +4087,146 @@ async def test_bulk_upsert_tools_mixed_create_update(server: SyncServer, default assert tool_2.tags == ["existing"] +@pytest.mark.asyncio +async def test_bulk_upsert_tools_override_existing_true(server: SyncServer, default_user): + """Test bulk_upsert_tools_async with override_existing_tools=True (default behavior)""" + + # create some existing tools + existing_tool = PydanticTool( + name="test_override_tool", + description="Original description", + tags=["original"], + source_code="def test_override_tool():\n '''Original'''\n return 'original'", + source_type="python", + ) + created = await server.tool_manager.create_tool_async(existing_tool, default_user) + original_id = created.id + + # prepare updated version of the tool + updated_tool = PydanticTool( + name="test_override_tool", + description="Updated description", + tags=["updated"], + source_code="def test_override_tool():\n '''Updated'''\n return 'updated'", + source_type="python", + ) + + # bulk upsert with override_existing_tools=True (default) + result = await server.tool_manager.bulk_upsert_tools_async([updated_tool], default_user, override_existing_tools=True) + + assert len(result) == 1 + assert result[0].id == original_id # id should remain the same + assert result[0].description == "Updated description" # description should be updated + assert result[0].tags == ["updated"] # tags should be updated + + # verify the tool was actually updated in the database + fetched = await server.tool_manager.get_tool_by_id_async(original_id, default_user) + assert fetched.description == "Updated description" + assert fetched.tags == ["updated"] + + +@pytest.mark.asyncio +async def test_bulk_upsert_tools_override_existing_false(server: SyncServer, default_user): + """Test bulk_upsert_tools_async with override_existing_tools=False (skip existing)""" + + # create some existing tools + existing_tool = PydanticTool( + name="test_no_override_tool", + description="Original description", + tags=["original"], + source_code="def test_no_override_tool():\n '''Original'''\n return 'original'", + source_type="python", + ) + created = await server.tool_manager.create_tool_async(existing_tool, default_user) + original_id = created.id + + # prepare updated version of the tool + updated_tool = PydanticTool( + name="test_no_override_tool", + description="Should not be updated", + tags=["should_not_update"], + source_code="def test_no_override_tool():\n '''Should not update'''\n return 'should_not_update'", + source_type="python", + ) + + # bulk upsert with override_existing_tools=False + result = await server.tool_manager.bulk_upsert_tools_async([updated_tool], default_user, override_existing_tools=False) + + assert len(result) == 1 + assert result[0].id == original_id # id should remain the same + assert result[0].description == "Original description" # description should NOT be updated + assert result[0].tags == ["original"] # tags should NOT be updated + + # verify the tool was NOT updated in the database + fetched = await server.tool_manager.get_tool_by_id_async(original_id, default_user) + assert fetched.description == "Original description" + assert fetched.tags == ["original"] + + +@pytest.mark.asyncio +async def test_bulk_upsert_tools_override_mixed_scenario(server: SyncServer, default_user): + """Test bulk_upsert_tools_async with override_existing_tools=False in mixed create/update scenario""" + + # create some existing tools + existing_tools = [] + for i in range(2): + tool = PydanticTool( + name=f"mixed_existing_{i}", + description=f"Original {i}", + tags=["original"], + source_code=f"def mixed_existing_{i}():\n '''Original {i}'''\n return 'original_{i}'", + source_type="python", + ) + created = await server.tool_manager.create_tool_async(tool, default_user) + existing_tools.append(created) + + # prepare bulk tools: 2 updates (that should be skipped) + 3 new creations + bulk_tools = [] + + # these should be skipped when override_existing_tools=False + for i in range(2): + bulk_tools.append( + PydanticTool( + name=f"mixed_existing_{i}", + description=f"Should not update {i}", + tags=["should_not_update"], + source_code=f"def mixed_existing_{i}():\n '''Should not update {i}'''\n return 'should_not_update_{i}'", + source_type="python", + ) + ) + + # these should be created + for i in range(3): + bulk_tools.append( + PydanticTool( + name=f"mixed_new_{i}", + description=f"New tool {i}", + tags=["new"], + source_code=f"def mixed_new_{i}():\n '''New {i}'''\n return 'new_{i}'", + source_type="python", + ) + ) + + # bulk upsert with override_existing_tools=False + result = await server.tool_manager.bulk_upsert_tools_async(bulk_tools, default_user, override_existing_tools=False) + + assert len(result) == 5 # 2 existing (not updated) + 3 new + + # verify existing tools were NOT updated + for i in range(2): + tool = await server.tool_manager.get_tool_by_name_async(f"mixed_existing_{i}", default_user) + assert tool.description == f"Original {i}" # should remain original + assert tool.tags == ["original"] # should remain original + assert tool.id == existing_tools[i].id # id should remain same + + # verify new tools were created + for i in range(3): + new_tool = await server.tool_manager.get_tool_by_name_async(f"mixed_new_{i}", default_user) + assert new_tool is not None + assert new_tool.description == f"New tool {i}" + assert new_tool.tags == ["new"] + + @pytest.mark.asyncio async def test_create_tool_with_pip_requirements(server: SyncServer, default_user, default_organization): def test_tool_with_deps(): From 53920b08b1d9f15f01bf6a22c8c2d73ca92652b7 Mon Sep 17 00:00:00 2001 From: Sarah Wooders Date: Thu, 21 Aug 2025 21:36:10 -0700 Subject: [PATCH 15/56] fix: use default embedding (#4041) Co-authored-by: Matthew Zhou --- letta/server/rest_api/routers/v1/folders.py | 7 +++++-- letta/server/rest_api/routers/v1/sources.py | 7 +++++-- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/letta/server/rest_api/routers/v1/folders.py b/letta/server/rest_api/routers/v1/folders.py index e9eb1e1a..3a08a63c 100644 --- a/letta/server/rest_api/routers/v1/folders.py +++ b/letta/server/rest_api/routers/v1/folders.py @@ -139,8 +139,11 @@ async def create_folder( # TODO: need to asyncify this if not folder_create.embedding_config: if not folder_create.embedding: - # TODO: modify error type - raise ValueError("Must specify either embedding or embedding_config in request") + if settings.default_embedding_handle is None: + # TODO: modify error type + raise ValueError("Must specify either embedding or embedding_config in request") + else: + folder_create.embedding = settings.default_embedding_handle folder_create.embedding_config = await server.get_embedding_config_from_handle_async( handle=folder_create.embedding, embedding_chunk_size=folder_create.embedding_chunk_size or constants.DEFAULT_EMBEDDING_CHUNK_SIZE, diff --git a/letta/server/rest_api/routers/v1/sources.py b/letta/server/rest_api/routers/v1/sources.py index 8d7fc5f5..a8de93ce 100644 --- a/letta/server/rest_api/routers/v1/sources.py +++ b/letta/server/rest_api/routers/v1/sources.py @@ -139,8 +139,11 @@ async def create_source( # TODO: need to asyncify this if not source_create.embedding_config: if not source_create.embedding: - # TODO: modify error type - raise ValueError("Must specify either embedding or embedding_config in request") + if settings.default_embedding_handle is None: + # TODO: modify error type + raise ValueError("Must specify either embedding or embedding_config in request") + else: + source_create.embedding = settings.default_embedding_handle source_create.embedding_config = await server.get_embedding_config_from_handle_async( handle=source_create.embedding, embedding_chunk_size=source_create.embedding_chunk_size or constants.DEFAULT_EMBEDDING_CHUNK_SIZE, From 1a15df668e7c2eba9b6444a03b1dba20d06656c0 Mon Sep 17 00:00:00 2001 From: jnjpng Date: Fri, 22 Aug 2025 13:07:58 -0700 Subject: [PATCH 16/56] fix: mcp client cleanup but finally Co-authored-by: Jin Peng --- letta/services/mcp_manager.py | 45 +++++++++---------- .../tool_executor/tool_execution_manager.py | 13 ++++++ 2 files changed, 35 insertions(+), 23 deletions(-) diff --git a/letta/services/mcp_manager.py b/letta/services/mcp_manager.py index 828b3818..8e263efe 100644 --- a/letta/services/mcp_manager.py +++ b/letta/services/mcp_manager.py @@ -41,6 +41,7 @@ from letta.services.mcp.sse_client import MCP_CONFIG_TOPLEVEL_KEY, AsyncSSEMCPCl from letta.services.mcp.stdio_client import AsyncStdioMCPClient from letta.services.mcp.streamable_http_client import AsyncStreamableHTTPMCPClient from letta.services.tool_manager import ToolManager +from letta.settings import tool_settings from letta.utils import enforce_types, printd logger = get_logger(__name__) @@ -94,31 +95,29 @@ class MCPManager: actor: PydanticUser, ) -> Tuple[str, bool]: """Call a specific tool from a specific MCP server.""" - from letta.settings import tool_settings + try: + if not tool_settings.mcp_read_from_config: + # read from DB + mcp_server_id = await self.get_mcp_server_id_by_name(mcp_server_name, actor=actor) + mcp_config = await self.get_mcp_server_by_id_async(mcp_server_id, actor=actor) + server_config = mcp_config.to_config(environment_variables) + else: + # read from config file + mcp_config = self.read_mcp_config() + if mcp_server_name not in mcp_config: + raise ValueError(f"MCP server {mcp_server_name} not found in config.") + server_config = mcp_config[mcp_server_name] - if not tool_settings.mcp_read_from_config: - # read from DB - mcp_server_id = await self.get_mcp_server_id_by_name(mcp_server_name, actor=actor) - mcp_config = await self.get_mcp_server_by_id_async(mcp_server_id, actor=actor) - server_config = mcp_config.to_config(environment_variables) - else: - # read from config file - mcp_config = self.read_mcp_config() - if mcp_server_name not in mcp_config: - raise ValueError(f"MCP server {mcp_server_name} not found in config.") - server_config = mcp_config[mcp_server_name] + mcp_client = await self.get_mcp_client(server_config, actor) + await mcp_client.connect_to_server() - mcp_client = await self.get_mcp_client(server_config, actor) - await mcp_client.connect_to_server() - - # call tool - result, success = await mcp_client.execute_tool(tool_name, tool_args) - logger.info(f"MCP Result: {result}, Success: {success}") - # TODO: change to pydantic tool - - await mcp_client.cleanup() - - return result, success + # call tool + result, success = await mcp_client.execute_tool(tool_name, tool_args) + logger.info(f"MCP Result: {result}, Success: {success}") + # TODO: change to pydantic tool + return result, success + finally: + await mcp_client.cleanup() @enforce_types async def add_tool_from_mcp_server(self, mcp_server_name: str, mcp_tool_name: str, actor: PydanticUser) -> PydanticTool: diff --git a/letta/services/tool_executor/tool_execution_manager.py b/letta/services/tool_executor/tool_execution_manager.py index b06b3569..00433c83 100644 --- a/letta/services/tool_executor/tool_execution_manager.py +++ b/letta/services/tool_executor/tool_execution_manager.py @@ -1,3 +1,4 @@ +import asyncio import traceback from typing import Any, Dict, Optional, Type @@ -129,6 +130,18 @@ class ToolExecutionManager: result.func_return = FUNCTION_RETURN_VALUE_TRUNCATED(return_str, len(return_str), tool.return_char_limit) return result + except asyncio.CancelledError as e: + self.logger.error(f"Aysnc cancellation error executing tool {function_name}: {str(e)}") + error_message = get_friendly_error_msg( + function_name=function_name, + exception_name=type(e).__name__, + exception_message=str(e), + ) + return ToolExecutionResult( + status="error", + func_return=error_message, + stderr=[traceback.format_exc()], + ) except Exception as e: status = "error" self.logger.error(f"Error executing tool {function_name}: {str(e)}") From 5d4509590ecd58fb5b458c88ac8f56ee76829d5e Mon Sep 17 00:00:00 2001 From: jnjpng Date: Fri, 22 Aug 2025 14:09:03 -0700 Subject: [PATCH 17/56] feat: add x-agent-id header for mcp tool execution Co-authored-by: Jin Peng --- letta/services/mcp/base_client.py | 8 +++++++- letta/services/mcp/sse_client.py | 9 +++++++-- letta/services/mcp/stdio_client.py | 5 +++++ letta/services/mcp/streamable_http_client.py | 13 +++++++++++-- letta/services/mcp_manager.py | 14 ++++++++------ letta/services/tool_executor/mcp_tool_executor.py | 3 +++ 6 files changed, 41 insertions(+), 11 deletions(-) diff --git a/letta/services/mcp/base_client.py b/letta/services/mcp/base_client.py index 4ce0ad0f..394064bc 100644 --- a/letta/services/mcp/base_client.py +++ b/letta/services/mcp/base_client.py @@ -14,9 +14,15 @@ logger = get_logger(__name__) # TODO: Get rid of Async prefix on this class name once we deprecate old sync code class AsyncBaseMCPClient: - def __init__(self, server_config: BaseServerConfig, oauth_provider: Optional[OAuthClientProvider] = None): + # HTTP headers + AGENT_ID_HEADER = "X-Agent-Id" + + def __init__( + self, server_config: BaseServerConfig, oauth_provider: Optional[OAuthClientProvider] = None, agent_id: Optional[str] = None + ): self.server_config = server_config self.oauth_provider = oauth_provider + self.agent_id = agent_id self.exit_stack = AsyncExitStack() self.session: Optional[ClientSession] = None self.initialized = False diff --git a/letta/services/mcp/sse_client.py b/letta/services/mcp/sse_client.py index 950b4ae0..0327fc26 100644 --- a/letta/services/mcp/sse_client.py +++ b/letta/services/mcp/sse_client.py @@ -16,8 +16,10 @@ logger = get_logger(__name__) # TODO: Get rid of Async prefix on this class name once we deprecate old sync code class AsyncSSEMCPClient(AsyncBaseMCPClient): - def __init__(self, server_config: SSEServerConfig, oauth_provider: Optional[OAuthClientProvider] = None): - super().__init__(server_config, oauth_provider) + def __init__( + self, server_config: SSEServerConfig, oauth_provider: Optional[OAuthClientProvider] = None, agent_id: Optional[str] = None + ): + super().__init__(server_config, oauth_provider, agent_id) async def _initialize_connection(self, server_config: SSEServerConfig) -> None: headers = {} @@ -27,6 +29,9 @@ class AsyncSSEMCPClient(AsyncBaseMCPClient): if server_config.auth_header and server_config.auth_token: headers[server_config.auth_header] = server_config.auth_token + if self.agent_id: + headers[self.AGENT_ID_HEADER] = self.agent_id + # Use OAuth provider if available, otherwise use regular headers if self.oauth_provider: sse_cm = sse_client(url=server_config.server_url, headers=headers if headers else None, auth=self.oauth_provider) diff --git a/letta/services/mcp/stdio_client.py b/letta/services/mcp/stdio_client.py index f7b2c716..faec26cc 100644 --- a/letta/services/mcp/stdio_client.py +++ b/letta/services/mcp/stdio_client.py @@ -1,3 +1,5 @@ +from typing import Optional + from mcp import ClientSession, StdioServerParameters from mcp.client.stdio import stdio_client @@ -10,6 +12,9 @@ logger = get_logger(__name__) # TODO: Get rid of Async prefix on this class name once we deprecate old sync code class AsyncStdioMCPClient(AsyncBaseMCPClient): + def __init__(self, server_config: StdioServerConfig, oauth_provider=None, agent_id: Optional[str] = None): + super().__init__(server_config, oauth_provider, agent_id) + async def _initialize_connection(self, server_config: StdioServerConfig) -> None: args = [arg.split() for arg in server_config.args] # flatten diff --git a/letta/services/mcp/streamable_http_client.py b/letta/services/mcp/streamable_http_client.py index baf2f7c6..e2f256f5 100644 --- a/letta/services/mcp/streamable_http_client.py +++ b/letta/services/mcp/streamable_http_client.py @@ -12,8 +12,13 @@ logger = get_logger(__name__) class AsyncStreamableHTTPMCPClient(AsyncBaseMCPClient): - def __init__(self, server_config: StreamableHTTPServerConfig, oauth_provider: Optional[OAuthClientProvider] = None): - super().__init__(server_config, oauth_provider) + def __init__( + self, + server_config: StreamableHTTPServerConfig, + oauth_provider: Optional[OAuthClientProvider] = None, + agent_id: Optional[str] = None, + ): + super().__init__(server_config, oauth_provider, agent_id) async def _initialize_connection(self, server_config: BaseServerConfig) -> None: if not isinstance(server_config, StreamableHTTPServerConfig): @@ -28,6 +33,10 @@ class AsyncStreamableHTTPMCPClient(AsyncBaseMCPClient): if server_config.auth_header and server_config.auth_token: headers[server_config.auth_header] = server_config.auth_token + # Add agent ID header if provided + if self.agent_id: + headers[self.AGENT_ID_HEADER] = self.agent_id + # Use OAuth provider if available, otherwise use regular headers if self.oauth_provider: streamable_http_cm = streamablehttp_client( diff --git a/letta/services/mcp_manager.py b/letta/services/mcp_manager.py index 8e263efe..c645a34c 100644 --- a/letta/services/mcp_manager.py +++ b/letta/services/mcp_manager.py @@ -56,14 +56,14 @@ class MCPManager: self.cached_mcp_servers = {} # maps id -> async connection @enforce_types - async def list_mcp_server_tools(self, mcp_server_name: str, actor: PydanticUser) -> List[MCPTool]: + async def list_mcp_server_tools(self, mcp_server_name: str, actor: PydanticUser, agent_id: Optional[str] = None) -> List[MCPTool]: """Get a list of all tools for a specific MCP server.""" mcp_client = None try: mcp_server_id = await self.get_mcp_server_id_by_name(mcp_server_name, actor=actor) mcp_config = await self.get_mcp_server_by_id_async(mcp_server_id, actor=actor) server_config = mcp_config.to_config() - mcp_client = await self.get_mcp_client(server_config, actor) + mcp_client = await self.get_mcp_client(server_config, actor, agent_id=agent_id) await mcp_client.connect_to_server() # list tools @@ -93,6 +93,7 @@ class MCPManager: tool_args: Optional[Dict[str, Any]], environment_variables: Dict[str, str], actor: PydanticUser, + agent_id: Optional[str] = None, ) -> Tuple[str, bool]: """Call a specific tool from a specific MCP server.""" try: @@ -108,7 +109,7 @@ class MCPManager: raise ValueError(f"MCP server {mcp_server_name} not found in config.") server_config = mcp_config[mcp_server_name] - mcp_client = await self.get_mcp_client(server_config, actor) + mcp_client = await self.get_mcp_client(server_config, actor, agent_id=agent_id) await mcp_client.connect_to_server() # call tool @@ -449,6 +450,7 @@ class MCPManager: server_config: Union[SSEServerConfig, StdioServerConfig, StreamableHTTPServerConfig], actor: PydanticUser, oauth_provider: Optional[Any] = None, + agent_id: Optional[str] = None, ) -> Union[AsyncSSEMCPClient, AsyncStdioMCPClient, AsyncStreamableHTTPMCPClient]: """ Helper function to create the appropriate MCP client based on server configuration. @@ -481,13 +483,13 @@ class MCPManager: if server_config.type == MCPServerType.SSE: server_config = SSEServerConfig(**server_config.model_dump()) - return AsyncSSEMCPClient(server_config=server_config, oauth_provider=oauth_provider) + return AsyncSSEMCPClient(server_config=server_config, oauth_provider=oauth_provider, agent_id=agent_id) elif server_config.type == MCPServerType.STDIO: server_config = StdioServerConfig(**server_config.model_dump()) - return AsyncStdioMCPClient(server_config=server_config, oauth_provider=oauth_provider) + return AsyncStdioMCPClient(server_config=server_config, oauth_provider=oauth_provider, agent_id=agent_id) elif server_config.type == MCPServerType.STREAMABLE_HTTP: server_config = StreamableHTTPServerConfig(**server_config.model_dump()) - return AsyncStreamableHTTPMCPClient(server_config=server_config, oauth_provider=oauth_provider) + return AsyncStreamableHTTPMCPClient(server_config=server_config, oauth_provider=oauth_provider, agent_id=agent_id) else: raise ValueError(f"Unsupported server config type: {type(server_config)}") diff --git a/letta/services/tool_executor/mcp_tool_executor.py b/letta/services/tool_executor/mcp_tool_executor.py index 0fd2eea5..a5f70165 100644 --- a/letta/services/tool_executor/mcp_tool_executor.py +++ b/letta/services/tool_executor/mcp_tool_executor.py @@ -37,8 +37,10 @@ class ExternalMCPToolExecutor(ToolExecutor): # TODO: may need to have better client connection management environment_variables = {} + agent_id = None if agent_state: environment_variables = agent_state.get_agent_env_vars_as_dict() + agent_id = agent_state.id function_response, success = await mcp_manager.execute_mcp_server_tool( mcp_server_name=mcp_server_name, @@ -46,6 +48,7 @@ class ExternalMCPToolExecutor(ToolExecutor): tool_args=function_args, environment_variables=environment_variables, actor=actor, + agent_id=agent_id, ) return ToolExecutionResult( From b230b5faf5d5d7b6157acc36b6259d17d4ba48d5 Mon Sep 17 00:00:00 2001 From: cthomas Date: Fri, 22 Aug 2025 15:42:14 -0700 Subject: [PATCH 18/56] feat: catch asyncio cancellations from app in stream response (#4112) --- letta/errors.py | 4 +++ letta/server/rest_api/streaming_response.py | 27 +++------------------ 2 files changed, 7 insertions(+), 24 deletions(-) diff --git a/letta/errors.py b/letta/errors.py index b057bc40..52db7c00 100644 --- a/letta/errors.py +++ b/letta/errors.py @@ -76,6 +76,10 @@ class LettaUserNotFoundError(LettaError): """Error raised when a user is not found.""" +class LettaUnexpectedStreamCancellationError(LettaError): + """Error raised when a streaming request is terminated unexpectedly.""" + + class LLMError(LettaError): pass diff --git a/letta/server/rest_api/streaming_response.py b/letta/server/rest_api/streaming_response.py index a8d0f245..c8e48d2c 100644 --- a/letta/server/rest_api/streaming_response.py +++ b/letta/server/rest_api/streaming_response.py @@ -10,6 +10,7 @@ import anyio from fastapi.responses import StreamingResponse from starlette.types import Send +from letta.errors import LettaUnexpectedStreamCancellationError from letta.log import get_logger from letta.schemas.enums import JobStatus from letta.schemas.letta_ping import LettaPing @@ -288,33 +289,11 @@ class StreamingResponseWithStatusCode(StreamingResponse): # Handle client timeouts (should throw error to inform user) except asyncio.CancelledError as exc: - logger.warning("Stream was cancelled due to client timeout or unexpected disconnection") + logger.warning("Stream was terminated due to unexpected cancellation from server") # Handle unexpected cancellation with error more_body = False - error_resp = {"error": {"message": "Request was unexpectedly cancelled (likely due to client timeout or disconnection)"}} - error_event = f"event: error\ndata: {json.dumps(error_resp)}\n\n".encode(self.charset) - if not self.response_started: - await send( - { - "type": "http.response.start", - "status": 408, # Request Timeout - "headers": self.raw_headers, - } - ) - raise - if self._client_connected: - try: - await send( - { - "type": "http.response.body", - "body": error_event, - "more_body": more_body, - } - ) - except anyio.ClosedResourceError: - self._client_connected = False capture_sentry_exception(exc) - return + raise LettaUnexpectedStreamCancellationError("Stream was terminated due to unexpected cancellation from server") except Exception as exc: logger.exception("Unhandled Streaming Error") From feb232f04a0c80866622fed7b9e9eae8cef6e655 Mon Sep 17 00:00:00 2001 From: jnjpng Date: Fri, 22 Aug 2025 15:45:33 -0700 Subject: [PATCH 19/56] fix: mcp schema generation and non-strict schema validation Co-authored-by: Jin Peng --- letta/functions/schema_generator.py | 14 ++ letta/functions/schema_validator.py | 8 + letta/helpers/tool_execution_helper.py | 2 - letta/llm_api/helpers.py | 1 - letta/server/server.py | 1 - letta/services/mcp_manager.py | 2 - tests/mcp_tests/test_schema_validator.py | 66 +++++-- tests/test_schema_validator.py | 237 +++++++++++++++++++++++ 8 files changed, 308 insertions(+), 23 deletions(-) create mode 100644 tests/test_schema_validator.py diff --git a/letta/functions/schema_generator.py b/letta/functions/schema_generator.py index 05ea6dd2..6d050749 100644 --- a/letta/functions/schema_generator.py +++ b/letta/functions/schema_generator.py @@ -608,6 +608,20 @@ def generate_tool_schema_for_mcp( # Normalise so downstream code can treat it consistently. parameters_schema.setdefault("required", []) + # Process properties to handle anyOf types + if "properties" in parameters_schema: + for field_name, field_props in parameters_schema["properties"].items(): + # Handle anyOf types by flattening to type array + if "anyOf" in field_props and "type" not in field_props: + types = [] + for option in field_props["anyOf"]: + if "type" in option: + types.append(option["type"]) + if types: + field_props["type"] = types + # Remove the anyOf since we've flattened it + del field_props["anyOf"] + # Add the optional heartbeat parameter if append_heartbeat: parameters_schema["properties"][REQUEST_HEARTBEAT_PARAM] = { diff --git a/letta/functions/schema_validator.py b/letta/functions/schema_validator.py index db7652ac..5a78230a 100644 --- a/letta/functions/schema_validator.py +++ b/letta/functions/schema_validator.py @@ -125,6 +125,14 @@ def validate_complete_json_schema(schema: Dict[str, Any]) -> Tuple[SchemaHealth, required = [] # OpenAI strict-mode extra checks: + # Check that all properties are in required array (applies to all levels) + if props: + for prop_name in props.keys(): + if prop_name not in required: + mark_non_strict( + f"{path}: property '{prop_name}' is not in required array (OpenAI strict mode requires all properties to be required)" + ) + for req_key in required: if props and req_key not in props: mark_invalid(f"{path}: required contains '{req_key}' not found in properties") diff --git a/letta/helpers/tool_execution_helper.py b/letta/helpers/tool_execution_helper.py index 52459391..886e5239 100644 --- a/letta/helpers/tool_execution_helper.py +++ b/letta/helpers/tool_execution_helper.py @@ -39,12 +39,10 @@ def enable_strict_mode(tool_schema: Dict[str, Any]) -> Dict[str, Any]: # Ensure parameters is a valid dictionary parameters = schema.get("parameters", {}) - if isinstance(parameters, dict) and parameters.get("type") == "object": # Set additionalProperties to False parameters["additionalProperties"] = False schema["parameters"] = parameters - # Remove the metadata fields from the schema schema.pop(MCP_TOOL_METADATA_SCHEMA_STATUS, None) schema.pop(MCP_TOOL_METADATA_SCHEMA_WARNINGS, None) diff --git a/letta/llm_api/helpers.py b/letta/llm_api/helpers.py index cff7b96a..b6f3acb8 100644 --- a/letta/llm_api/helpers.py +++ b/letta/llm_api/helpers.py @@ -133,7 +133,6 @@ def convert_to_structured_output(openai_function: dict, allow_optional: bool = F structured_output["parameters"]["required"] = list(structured_output["parameters"]["properties"].keys()) else: raise NotImplementedError("Optional parameter handling is not implemented.") - return structured_output diff --git a/letta/server/server.py b/letta/server/server.py index d8b5a45b..358f9506 100644 --- a/letta/server/server.py +++ b/letta/server/server.py @@ -2068,7 +2068,6 @@ class SyncServer(Server): raise ValueError(f"No client was created for MCP server: {mcp_server_name}") tools = await self.mcp_clients[mcp_server_name].list_tools() - # Add health information to each tool for tool in tools: if tool.inputSchema: diff --git a/letta/services/mcp_manager.py b/letta/services/mcp_manager.py index c645a34c..95a9e11b 100644 --- a/letta/services/mcp_manager.py +++ b/letta/services/mcp_manager.py @@ -68,7 +68,6 @@ class MCPManager: # list tools tools = await mcp_client.list_tools() - # Add health information to each tool for tool in tools: if tool.inputSchema: @@ -129,7 +128,6 @@ class MCPManager: raise ValueError(f"MCP server '{mcp_server_name}' not found") mcp_tools = await self.list_mcp_server_tools(mcp_server_name, actor=actor) - for mcp_tool in mcp_tools: # TODO: @jnjpng move health check to tool class if mcp_tool.name == mcp_tool_name: diff --git a/tests/mcp_tests/test_schema_validator.py b/tests/mcp_tests/test_schema_validator.py index 5087153f..0d675e0b 100644 --- a/tests/mcp_tests/test_schema_validator.py +++ b/tests/mcp_tests/test_schema_validator.py @@ -22,7 +22,7 @@ class TestSchemaValidator: "additionalProperties": False, }, }, - "required": ["name", "age"], + "required": ["name", "age", "address"], # All properties must be required for strict mode "additionalProperties": False, } @@ -235,22 +235,22 @@ class TestSchemaValidator: assert status == SchemaHealth.INVALID assert any("dict" in reason for reason in reasons) - def test_schema_with_defaults_strict_compliant(self): - """Test that root-level schemas without required field are STRICT_COMPLIANT.""" + def test_schema_with_defaults_non_strict(self): + """Test that root-level schemas without required field are NON_STRICT_ONLY.""" schema = { "type": "object", "properties": {"name": {"type": "string"}, "optional": {"type": "string"}}, - # Missing "required" field at root level is OK + # Missing "required" field at root level - all properties must be required for strict mode "additionalProperties": False, } status, reasons = validate_complete_json_schema(schema) - # After fix, root level without required should be STRICT_COMPLIANT - assert status == SchemaHealth.STRICT_COMPLIANT - assert reasons == [] + # Root level without all properties required should be NON_STRICT_ONLY + assert status == SchemaHealth.NON_STRICT_ONLY + assert any("not in required array" in reason for reason in reasons) - def test_composio_schema_with_optional_root_properties_strict_compliant(self): - """Test that Composio-like schemas with optional root properties are STRICT_COMPLIANT.""" + def test_composio_schema_with_optional_root_properties_non_strict(self): + """Test that Composio-like schemas with optional root properties are NON_STRICT_ONLY.""" schema = { "type": "object", "properties": { @@ -264,25 +264,25 @@ class TestSchemaValidator: } status, reasons = validate_complete_json_schema(schema) - assert status == SchemaHealth.STRICT_COMPLIANT - assert reasons == [] + assert status == SchemaHealth.NON_STRICT_ONLY + assert any("not in required array" in reason for reason in reasons) - def test_root_level_without_required_strict_compliant(self): - """Test that root-level objects without 'required' field are STRICT_COMPLIANT.""" + def test_root_level_without_required_non_strict(self): + """Test that root-level objects without 'required' field are NON_STRICT_ONLY.""" schema = { "type": "object", "properties": { "name": {"type": "string"}, "age": {"type": "integer"}, }, - # No "required" field at root level + # No "required" field at root level - all properties must be required for strict mode "additionalProperties": False, } status, reasons = validate_complete_json_schema(schema) - # Root level without required should be STRICT_COMPLIANT - assert status == SchemaHealth.STRICT_COMPLIANT - assert reasons == [] + # Root level without required should be NON_STRICT_ONLY + assert status == SchemaHealth.NON_STRICT_ONLY + assert any("not in required array" in reason for reason in reasons) def test_nested_object_without_required_non_strict(self): """Test that nested objects without 'required' remain NON_STRICT_ONLY.""" @@ -312,3 +312,35 @@ class TestSchemaValidator: assert status == SchemaHealth.NON_STRICT_ONLY # Should have warning about nested preferences object missing 'required' assert any("required" in reason and "preferences" in reason for reason in reasons) + + def test_user_example_schema_non_strict(self): + """Test the user's example schema with optional properties - should be NON_STRICT_ONLY.""" + schema = { + "type": "object", + "properties": { + "a": {"title": "A", "type": "integer"}, + "b": {"anyOf": [{"type": "integer"}, {"type": "null"}], "default": None, "title": "B"}, + }, + "required": ["a"], # Only 'a' is required, 'b' is not + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + assert status == SchemaHealth.NON_STRICT_ONLY + assert any("property 'b' is not in required array" in reason for reason in reasons) + + def test_all_properties_required_strict_compliant(self): + """Test that schemas with all properties required are STRICT_COMPLIANT.""" + schema = { + "type": "object", + "properties": { + "a": {"title": "A", "type": "integer"}, + "b": {"anyOf": [{"type": "integer"}, {"type": "null"}], "default": None, "title": "B"}, + }, + "required": ["a", "b"], # All properties are required + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] diff --git a/tests/test_schema_validator.py b/tests/test_schema_validator.py new file mode 100644 index 00000000..b3ee314e --- /dev/null +++ b/tests/test_schema_validator.py @@ -0,0 +1,237 @@ +""" +Test schema validation for OpenAI strict mode compliance. +""" + +from letta.functions.schema_validator import SchemaHealth, validate_complete_json_schema + + +def test_user_example_schema_not_strict(): + """Test the user's provided example schema is correctly marked as NON_STRICT_ONLY.""" + schema = { + "properties": { + "a": {"title": "A", "type": "integer"}, + "b": { + "anyOf": [{"type": "integer"}, {"type": "null"}], + "default": None, + "title": "B", + }, + }, + "required": ["a"], # Only 'a' is required, 'b' is not + "type": "object", + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be NON_STRICT_ONLY because not all properties are required + assert status == SchemaHealth.NON_STRICT_ONLY + assert len(reasons) > 0 + # Check that the reason mentions property 'b' not being required + assert any("property 'b' is not in required array" in reason for reason in reasons) + + +def test_all_properties_required_is_strict(): + """Test that schemas with all properties required are STRICT_COMPLIANT.""" + schema = { + "type": "object", + "properties": { + "a": {"type": "integer"}, + "b": {"anyOf": [{"type": "integer"}, {"type": "null"}]}, # Optional via null type + }, + "required": ["a", "b"], # All properties are required + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be STRICT_COMPLIANT since all properties are required + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] + + +def test_nested_object_missing_required_not_strict(): + """Test that nested objects with missing required properties are NON_STRICT_ONLY.""" + schema = { + "type": "object", + "properties": { + "config": { + "type": "object", + "properties": { + "host": {"type": "string"}, + "port": {"type": "integer"}, + "optional_field": {"anyOf": [{"type": "string"}, {"type": "null"}]}, + }, + "required": ["host", "port"], # optional_field not required + "additionalProperties": False, + } + }, + "required": ["config"], + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be NON_STRICT_ONLY because nested object doesn't require all properties + assert status == SchemaHealth.NON_STRICT_ONLY + assert len(reasons) > 0 + assert any("optional_field" in reason and "not in required array" in reason for reason in reasons) + + +def test_nested_object_all_required_is_strict(): + """Test that nested objects with all properties required are STRICT_COMPLIANT.""" + schema = { + "type": "object", + "properties": { + "config": { + "type": "object", + "properties": { + "host": {"type": "string"}, + "port": {"type": "integer"}, + "timeout": {"anyOf": [{"type": "integer"}, {"type": "null"}]}, + }, + "required": ["host", "port", "timeout"], # All properties required + "additionalProperties": False, + } + }, + "required": ["config"], + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be STRICT_COMPLIANT since all properties at all levels are required + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] + + +def test_empty_object_no_properties_is_strict(): + """Test that objects with no properties are STRICT_COMPLIANT.""" + schema = { + "type": "object", + "properties": {}, + "required": [], + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Empty objects with no properties should be STRICT_COMPLIANT + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] + + +def test_missing_additionalproperties_not_strict(): + """Test that missing additionalProperties makes schema NON_STRICT_ONLY.""" + schema = { + "type": "object", + "properties": { + "field": {"type": "string"}, + }, + "required": ["field"], + # Missing additionalProperties + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be NON_STRICT_ONLY due to missing additionalProperties + assert status == SchemaHealth.NON_STRICT_ONLY + assert any("additionalProperties" in reason and "not explicitly set" in reason for reason in reasons) + + +def test_additionalproperties_true_not_strict(): + """Test that additionalProperties: true makes schema NON_STRICT_ONLY.""" + schema = { + "type": "object", + "properties": { + "field": {"type": "string"}, + }, + "required": ["field"], + "additionalProperties": True, # Allows additional properties + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be NON_STRICT_ONLY due to additionalProperties not being false + assert status == SchemaHealth.NON_STRICT_ONLY + assert any("additionalProperties" in reason and "not false" in reason for reason in reasons) + + +def test_complex_schema_with_arrays(): + """Test a complex schema with arrays and nested objects.""" + schema = { + "type": "object", + "properties": { + "items": { + "type": "array", + "items": { + "type": "object", + "properties": { + "id": {"type": "integer"}, + "name": {"type": "string"}, + "tags": { + "type": "array", + "items": {"type": "string"}, + }, + }, + "required": ["id", "name", "tags"], # All properties required + "additionalProperties": False, + }, + }, + "total": {"type": "integer"}, + }, + "required": ["items", "total"], # All properties required + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be STRICT_COMPLIANT since all properties at all levels are required + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] + + +def test_fastmcp_tool_schema_not_strict(): + """Test that a schema from FastMCP with optional field 'b' is marked as NON_STRICT_ONLY.""" + # This is the exact schema format provided by the user + schema = { + "properties": { + "a": {"title": "A", "type": "integer"}, + "b": {"anyOf": [{"type": "integer"}, {"type": "null"}], "default": None, "title": "B"}, + }, + "required": ["a"], # Only 'a' is required, violates strict mode requirement + "type": "object", + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be NON_STRICT_ONLY because 'b' is not in the required array + # Even though 'b' accepts null (making it optional), OpenAI strict mode + # requires ALL properties to be in the required array + assert status == SchemaHealth.NON_STRICT_ONLY + assert len(reasons) > 0 + assert any("property 'b' is not in required array" in reason for reason in reasons) + + +def test_union_types_with_anyof(): + """Test that anyOf unions are handled correctly.""" + schema = { + "type": "object", + "properties": { + "value": { + "anyOf": [ + {"type": "string"}, + {"type": "number"}, + {"type": "null"}, + ] + } + }, + "required": ["value"], + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be STRICT_COMPLIANT - anyOf is allowed and all properties are required + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] From 2049c944e07f9ffec06f6160e6a47335330d5fcd Mon Sep 17 00:00:00 2001 From: cthomas Date: Sun, 24 Aug 2025 12:39:29 -0700 Subject: [PATCH 20/56] fix: unassigned local var error (#4140) --- letta/services/mcp_manager.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/letta/services/mcp_manager.py b/letta/services/mcp_manager.py index 95a9e11b..4c272d8f 100644 --- a/letta/services/mcp_manager.py +++ b/letta/services/mcp_manager.py @@ -95,6 +95,7 @@ class MCPManager: agent_id: Optional[str] = None, ) -> Tuple[str, bool]: """Call a specific tool from a specific MCP server.""" + mcp_client = None try: if not tool_settings.mcp_read_from_config: # read from DB @@ -117,7 +118,8 @@ class MCPManager: # TODO: change to pydantic tool return result, success finally: - await mcp_client.cleanup() + if mcp_client: + await mcp_client.cleanup() @enforce_types async def add_tool_from_mcp_server(self, mcp_server_name: str, mcp_tool_name: str, actor: PydanticUser) -> PydanticTool: From 7a64b208b4f4f4c8161a62e391fa371065ec6ed8 Mon Sep 17 00:00:00 2001 From: cthomas Date: Sun, 24 Aug 2025 14:23:13 -0700 Subject: [PATCH 21/56] feat: add form field validation in UI for bedrock byok (#4141) --- letta/schemas/providers/bedrock.py | 1 + 1 file changed, 1 insertion(+) diff --git a/letta/schemas/providers/bedrock.py b/letta/schemas/providers/bedrock.py index 7c9c2fa9..d8ebf1cb 100644 --- a/letta/schemas/providers/bedrock.py +++ b/letta/schemas/providers/bedrock.py @@ -18,6 +18,7 @@ logger = get_logger(__name__) class BedrockProvider(Provider): provider_type: Literal[ProviderType.bedrock] = Field(ProviderType.bedrock, description="The type of the provider.") provider_category: ProviderCategory = Field(ProviderCategory.base, description="The category of the provider (base or byok)") + access_key: str = Field(..., description="AWS secret access key for Bedrock.") region: str = Field(..., description="AWS region for Bedrock") async def bedrock_get_model_list_async(self) -> list[dict]: From f918ca0a594fe2ebfc5274d6124a36d16fcfe0aa Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Sun, 24 Aug 2025 16:46:57 -0700 Subject: [PATCH 22/56] feat: Add better error catching for files upload (#4145) --- letta/server/rest_api/routers/v1/folders.py | 7 ++-- letta/server/rest_api/routers/v1/sources.py | 10 +++--- letta/services/file_manager.py | 4 +++ letta/utils.py | 37 +++++++++++++++++++++ tests/helpers/utils.py | 8 +---- 5 files changed, 53 insertions(+), 13 deletions(-) diff --git a/letta/server/rest_api/routers/v1/folders.py b/letta/server/rest_api/routers/v1/folders.py index 3a08a63c..d72d8ddd 100644 --- a/letta/server/rest_api/routers/v1/folders.py +++ b/letta/server/rest_api/routers/v1/folders.py @@ -35,7 +35,7 @@ from letta.services.file_processor.file_types import get_allowed_media_types, ge from letta.services.file_processor.parser.markitdown_parser import MarkitdownFileParser from letta.services.file_processor.parser.mistral_parser import MistralFileParser from letta.settings import settings -from letta.utils import safe_create_task, sanitize_filename +from letta.utils import safe_create_file_processing_task, safe_create_task, sanitize_filename logger = get_logger(__name__) @@ -312,8 +312,11 @@ async def upload_file_to_folder( # Use cloud processing for all files (simple files always, complex files with Mistral key) logger.info("Running experimental cloud based file processing...") - safe_create_task( + safe_create_file_processing_task( load_file_to_source_cloud(server, agent_states, content, folder_id, actor, folder.embedding_config, file_metadata), + file_metadata=file_metadata, + server=server, + actor=actor, logger=logger, label="file_processor.process", ) diff --git a/letta/server/rest_api/routers/v1/sources.py b/letta/server/rest_api/routers/v1/sources.py index a8de93ce..cbec503d 100644 --- a/letta/server/rest_api/routers/v1/sources.py +++ b/letta/server/rest_api/routers/v1/sources.py @@ -1,4 +1,3 @@ -import asyncio import mimetypes import os import tempfile @@ -8,6 +7,7 @@ from typing import List, Optional from fastapi import APIRouter, Depends, Header, HTTPException, Query, UploadFile from starlette import status +from starlette.responses import Response import letta.constants as constants from letta.helpers.pinecone_utils import ( @@ -35,14 +35,13 @@ from letta.services.file_processor.file_types import get_allowed_media_types, ge from letta.services.file_processor.parser.markitdown_parser import MarkitdownFileParser from letta.services.file_processor.parser.mistral_parser import MistralFileParser from letta.settings import settings -from letta.utils import safe_create_task, sanitize_filename +from letta.utils import safe_create_file_processing_task, safe_create_task, sanitize_filename logger = get_logger(__name__) # Register all supported file types with Python's mimetypes module register_mime_types() - router = APIRouter(prefix="/sources", tags=["sources"]) @@ -312,8 +311,11 @@ async def upload_file_to_source( # Use cloud processing for all files (simple files always, complex files with Mistral key) logger.info("Running experimental cloud based file processing...") - safe_create_task( + safe_create_file_processing_task( load_file_to_source_cloud(server, agent_states, content, source_id, actor, source.embedding_config, file_metadata), + file_metadata=file_metadata, + server=server, + actor=actor, logger=logger, label="file_processor.process", ) diff --git a/letta/services/file_manager.py b/letta/services/file_manager.py index 6dc06778..3f613059 100644 --- a/letta/services/file_manager.py +++ b/letta/services/file_manager.py @@ -174,6 +174,10 @@ class FileManager: if processing_status is None and error_message is None and total_chunks is None and chunks_embedded is None: raise ValueError("Nothing to update") + # validate that ERROR status must have an error message + if processing_status == FileProcessingStatus.ERROR and not error_message: + raise ValueError("Error message is required when setting processing status to ERROR") + values: dict[str, object] = {"updated_at": datetime.utcnow()} if processing_status is not None: values["processing_status"] = processing_status diff --git a/letta/utils.py b/letta/utils.py index 4ce4c10c..7ca81bff 100644 --- a/letta/utils.py +++ b/letta/utils.py @@ -1103,6 +1103,43 @@ def safe_create_task(coro, logger: Logger, label: str = "background task"): return asyncio.create_task(wrapper()) +def safe_create_file_processing_task(coro, file_metadata, server, actor, logger: Logger, label: str = "file processing task"): + """ + Create a task for file processing that updates file status on failure. + + This is a specialized version of safe_create_task that ensures file + status is properly updated to ERROR with a meaningful message if the + task fails. + + Args: + coro: The coroutine to execute + file_metadata: FileMetadata object being processed + server: Server instance with file_manager + actor: User performing the operation + logger: Logger instance for error logging + label: Description of the task for logging + """ + from letta.schemas.enums import FileProcessingStatus + + async def wrapper(): + try: + await coro + except Exception as e: + logger.exception(f"{label} failed for file {file_metadata.file_name} with {type(e).__name__}: {e}") + # update file status to ERROR with a meaningful message + try: + await server.file_manager.update_file_status( + file_id=file_metadata.id, + actor=actor, + processing_status=FileProcessingStatus.ERROR, + error_message=f"Processing failed: {str(e)}" if str(e) else "Processing failed due to an unexpected error", + ) + except Exception as update_error: + logger.error(f"Failed to update file status to ERROR for {file_metadata.id}: {update_error}") + + return asyncio.create_task(wrapper()) + + class CancellationSignal: """ A signal that can be checked for cancellation during streaming operations. diff --git a/tests/helpers/utils.py b/tests/helpers/utils.py index 7ce5b989..180469ca 100644 --- a/tests/helpers/utils.py +++ b/tests/helpers/utils.py @@ -286,17 +286,11 @@ def upload_file_and_wait( file_path: str, name: Optional[str] = None, max_wait: int = 60, - duplicate_handling: Optional["DuplicateFileHandling"] = None, + duplicate_handling: Optional[str] = None, ): """Helper function to upload a file and wait for processing to complete""" - from letta_client import DuplicateFileHandling as ClientDuplicateFileHandling - with open(file_path, "rb") as f: if duplicate_handling: - # handle both client and server enum types - if hasattr(duplicate_handling, "value"): - # server enum type - duplicate_handling = ClientDuplicateFileHandling(duplicate_handling.value) file_metadata = client.sources.files.upload(source_id=source_id, file=f, duplicate_handling=duplicate_handling, name=name) else: file_metadata = client.sources.files.upload(source_id=source_id, file=f, name=name) From 399b633899d0dd086191fe233c7f2f70c814a5ea Mon Sep 17 00:00:00 2001 From: cthomas Date: Sun, 24 Aug 2025 17:15:34 -0700 Subject: [PATCH 23/56] feat: add redis stream support (#4144) --- letta/data_sources/redis_client.py | 147 ++++++++++++++++++++++++++++- 1 file changed, 146 insertions(+), 1 deletion(-) diff --git a/letta/data_sources/redis_client.py b/letta/data_sources/redis_client.py index 9aa8effe..be149ab2 100644 --- a/letta/data_sources/redis_client.py +++ b/letta/data_sources/redis_client.py @@ -1,6 +1,6 @@ import asyncio from functools import wraps -from typing import Any, Optional, Set, Union +from typing import Any, Dict, List, Optional, Set, Union from letta.constants import REDIS_EXCLUDE, REDIS_INCLUDE, REDIS_SET_DEFAULT_VAL from letta.log import get_logger @@ -218,6 +218,126 @@ class AsyncRedisClient: client = await self.get_client() return await client.decr(key) + # Stream operations + @with_retry() + async def xadd(self, stream: str, fields: Dict[str, Any], id: str = "*", maxlen: Optional[int] = None, approximate: bool = True) -> str: + """Add entry to a stream. + + Args: + stream: Stream name + fields: Dict of field-value pairs to add + id: Entry ID ('*' for auto-generation) + maxlen: Maximum length of the stream + approximate: Whether maxlen is approximate + + Returns: + The ID of the added entry + """ + client = await self.get_client() + return await client.xadd(stream, fields, id=id, maxlen=maxlen, approximate=approximate) + + @with_retry() + async def xread(self, streams: Dict[str, str], count: Optional[int] = None, block: Optional[int] = None) -> List[Dict]: + """Read from streams. + + Args: + streams: Dict mapping stream names to IDs + count: Maximum number of entries to return + block: Milliseconds to block waiting for data (None = no blocking) + + Returns: + List of entries from the streams + """ + client = await self.get_client() + return await client.xread(streams, count=count, block=block) + + @with_retry() + async def xrange(self, stream: str, start: str = "-", end: str = "+", count: Optional[int] = None) -> List[Dict]: + """Read range of entries from a stream. + + Args: + stream: Stream name + start: Start ID (inclusive) + end: End ID (inclusive) + count: Maximum number of entries to return + + Returns: + List of entries in the specified range + """ + client = await self.get_client() + return await client.xrange(stream, start, end, count=count) + + @with_retry() + async def xrevrange(self, stream: str, start: str = "+", end: str = "-", count: Optional[int] = None) -> List[Dict]: + """Read range of entries from a stream in reverse order. + + Args: + stream: Stream name + start: Start ID (inclusive) + end: End ID (inclusive) + count: Maximum number of entries to return + + Returns: + List of entries in the specified range in reverse order + """ + client = await self.get_client() + return await client.xrevrange(stream, start, end, count=count) + + @with_retry() + async def xlen(self, stream: str) -> int: + """Get the length of a stream. + + Args: + stream: Stream name + + Returns: + Number of entries in the stream + """ + client = await self.get_client() + return await client.xlen(stream) + + @with_retry() + async def xdel(self, stream: str, *ids: str) -> int: + """Delete entries from a stream. + + Args: + stream: Stream name + ids: IDs of entries to delete + + Returns: + Number of entries deleted + """ + client = await self.get_client() + return await client.xdel(stream, *ids) + + @with_retry() + async def xinfo_stream(self, stream: str) -> Dict: + """Get information about a stream. + + Args: + stream: Stream name + + Returns: + Dict with stream information + """ + client = await self.get_client() + return await client.xinfo_stream(stream) + + @with_retry() + async def xtrim(self, stream: str, maxlen: int, approximate: bool = True) -> int: + """Trim a stream to a maximum length. + + Args: + stream: Stream name + maxlen: Maximum length + approximate: Whether maxlen is approximate + + Returns: + Number of entries removed + """ + client = await self.get_client() + return await client.xtrim(stream, maxlen=maxlen, approximate=approximate) + async def check_inclusion_and_exclusion(self, member: str, group: str) -> bool: exclude_key = self._get_group_exclusion_key(group) include_key = self._get_group_inclusion_key(group) @@ -290,6 +410,31 @@ class NoopAsyncRedisClient(AsyncRedisClient): async def srem(self, key: str, *members: Union[str, int, float]) -> int: return 0 + # Stream operations + async def xadd(self, stream: str, fields: Dict[str, Any], id: str = "*", maxlen: Optional[int] = None, approximate: bool = True) -> str: + return "" + + async def xread(self, streams: Dict[str, str], count: Optional[int] = None, block: Optional[int] = None) -> List[Dict]: + return [] + + async def xrange(self, stream: str, start: str = "-", end: str = "+", count: Optional[int] = None) -> List[Dict]: + return [] + + async def xrevrange(self, stream: str, start: str = "+", end: str = "-", count: Optional[int] = None) -> List[Dict]: + return [] + + async def xlen(self, stream: str) -> int: + return 0 + + async def xdel(self, stream: str, *ids: str) -> int: + return 0 + + async def xinfo_stream(self, stream: str) -> Dict: + return {} + + async def xtrim(self, stream: str, maxlen: int, approximate: bool = True) -> int: + return 0 + async def get_redis_client() -> AsyncRedisClient: global _client_instance From 7f81ac0661e32653fd675af7ec26de6ec1657224 Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Sun, 24 Aug 2025 17:15:41 -0700 Subject: [PATCH 24/56] fix: Add asyncio import (#4147) --- letta/server/rest_api/routers/v1/sources.py | 1 + 1 file changed, 1 insertion(+) diff --git a/letta/server/rest_api/routers/v1/sources.py b/letta/server/rest_api/routers/v1/sources.py index cbec503d..90ac70ec 100644 --- a/letta/server/rest_api/routers/v1/sources.py +++ b/letta/server/rest_api/routers/v1/sources.py @@ -1,3 +1,4 @@ +import asyncio import mimetypes import os import tempfile From 39b2a20a7c4ec794decce248491ea68e6c86bedd Mon Sep 17 00:00:00 2001 From: cthomas Date: Sun, 24 Aug 2025 17:25:11 -0700 Subject: [PATCH 25/56] feat: add optional seq id for chunks in stream (#4143) --- letta/schemas/letta_message.py | 1 + 1 file changed, 1 insertion(+) diff --git a/letta/schemas/letta_message.py b/letta/schemas/letta_message.py index 1e772191..7d38cba1 100644 --- a/letta/schemas/letta_message.py +++ b/letta/schemas/letta_message.py @@ -52,6 +52,7 @@ class LettaMessage(BaseModel): sender_id: str | None = None step_id: str | None = None is_err: bool | None = None + seq_id: int | None = None @field_serializer("date") def serialize_datetime(self, dt: datetime, _info): From 9358bec393a2b5a36a55b48b1c0e11cab15616a3 Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Sun, 24 Aug 2025 17:28:11 -0700 Subject: [PATCH 26/56] fix: Remove possibility of empty strings when updating (#4149) --- letta/services/agent_serialization_manager.py | 5 ++++- letta/services/file_processor/file_processor.py | 7 +++++-- letta/utils.py | 2 +- 3 files changed, 10 insertions(+), 4 deletions(-) diff --git a/letta/services/agent_serialization_manager.py b/letta/services/agent_serialization_manager.py index 55b50907..5635ed3b 100644 --- a/letta/services/agent_serialization_manager.py +++ b/letta/services/agent_serialization_manager.py @@ -936,7 +936,10 @@ class AgentSerializationManager: # update file status to ERROR try: await self.file_manager.update_file_status( - file_id=file_id, actor=actor, processing_status=FileProcessingStatus.ERROR, error_message=str(e) + file_id=file_id, + actor=actor, + processing_status=FileProcessingStatus.ERROR, + error_message=str(e) if str(e) else f"Agent serialization failed: {type(e).__name__}", ) except Exception as update_error: logger.error(f"Failed to update file status to ERROR for {file_id}: {update_error}") diff --git a/letta/services/file_processor/file_processor.py b/letta/services/file_processor/file_processor.py index 76cac3d7..6e63a1ec 100644 --- a/letta/services/file_processor/file_processor.py +++ b/letta/services/file_processor/file_processor.py @@ -264,7 +264,10 @@ class FileProcessor: }, ) await self.file_manager.update_file_status( - file_id=file_metadata.id, actor=self.actor, processing_status=FileProcessingStatus.ERROR, error_message=str(e) + file_id=file_metadata.id, + actor=self.actor, + processing_status=FileProcessingStatus.ERROR, + error_message=str(e) if str(e) else f"File processing failed: {type(e).__name__}", ) return [] @@ -361,7 +364,7 @@ class FileProcessor: file_id=file_metadata.id, actor=self.actor, processing_status=FileProcessingStatus.ERROR, - error_message=str(e), + error_message=str(e) if str(e) else f"Import file processing failed: {type(e).__name__}", ) return [] diff --git a/letta/utils.py b/letta/utils.py index 7ca81bff..b3983eab 100644 --- a/letta/utils.py +++ b/letta/utils.py @@ -1132,7 +1132,7 @@ def safe_create_file_processing_task(coro, file_metadata, server, actor, logger: file_id=file_metadata.id, actor=actor, processing_status=FileProcessingStatus.ERROR, - error_message=f"Processing failed: {str(e)}" if str(e) else "Processing failed due to an unexpected error", + error_message=f"Processing failed: {str(e)}" if str(e) else f"Processing failed: {type(e).__name__}", ) except Exception as update_error: logger.error(f"Failed to update file status to ERROR for {file_metadata.id}: {update_error}") From 03cf5f43eac286131f22de3101dd662b5941ab00 Mon Sep 17 00:00:00 2001 From: cthomas Date: Sun, 24 Aug 2025 20:45:35 -0700 Subject: [PATCH 27/56] feat: add background flag to streaming api (#4148) --- letta/schemas/letta_request.py | 4 + letta/server/rest_api/redis_stream_manager.py | 306 ++++++++++++++++++ letta/server/rest_api/routers/v1/agents.py | 38 ++- 3 files changed, 347 insertions(+), 1 deletion(-) create mode 100644 letta/server/rest_api/redis_stream_manager.py diff --git a/letta/schemas/letta_request.py b/letta/schemas/letta_request.py index 5f16380a..496345e6 100644 --- a/letta/schemas/letta_request.py +++ b/letta/schemas/letta_request.py @@ -46,6 +46,10 @@ class LettaStreamingRequest(LettaRequest): default=False, description="Whether to include periodic keepalive ping messages in the stream to prevent connection timeouts.", ) + background: bool = Field( + default=False, + description="Whether to process the request in the background.", + ) class LettaAsyncRequest(LettaRequest): diff --git a/letta/server/rest_api/redis_stream_manager.py b/letta/server/rest_api/redis_stream_manager.py new file mode 100644 index 00000000..561218d2 --- /dev/null +++ b/letta/server/rest_api/redis_stream_manager.py @@ -0,0 +1,306 @@ +"""Redis stream manager for reading and writing SSE chunks with batching and TTL.""" + +import asyncio +import json +import time +from collections import defaultdict +from typing import AsyncIterator, Dict, List, Optional + +from letta.data_sources.redis_client import AsyncRedisClient +from letta.log import get_logger + +logger = get_logger(__name__) + + +class RedisSSEStreamWriter: + """ + Efficiently writes SSE chunks to Redis streams with batching and TTL management. + + Features: + - Batches writes using Redis pipelines for performance + - Automatically sets/refreshes TTL on streams + - Tracks sequential IDs for cursor-based recovery + - Handles flush on size or time thresholds + """ + + def __init__( + self, + redis_client: AsyncRedisClient, + flush_interval: float = 0.5, + flush_size: int = 50, + stream_ttl_seconds: int = 21600, # 6 hours default + max_stream_length: int = 10000, # Max entries per stream + ): + """ + Initialize the Redis SSE stream writer. + + Args: + redis_client: Redis client instance + flush_interval: Seconds between automatic flushes + flush_size: Number of chunks to buffer before flushing + stream_ttl_seconds: TTL for streams in seconds (default: 6 hours) + max_stream_length: Maximum entries per stream before trimming + """ + self.redis = redis_client + self.flush_interval = flush_interval + self.flush_size = flush_size + self.stream_ttl = stream_ttl_seconds + self.max_stream_length = max_stream_length + + # Buffer for batching: run_id -> list of chunks + self.buffer: Dict[str, List[Dict]] = defaultdict(list) + # Track sequence IDs per run + self.seq_counters: Dict[str, int] = defaultdict(int) + # Track last flush time per run + self.last_flush: Dict[str, float] = defaultdict(float) + + # Background flush task + self._flush_task = None + self._running = False + + async def start(self): + """Start the background flush task.""" + if not self._running: + self._running = True + self._flush_task = asyncio.create_task(self._periodic_flush()) + + async def stop(self): + """Stop the background flush task and flush remaining data.""" + self._running = False + if self._flush_task: + self._flush_task.cancel() + try: + await self._flush_task + except asyncio.CancelledError: + pass + + # Flush all remaining buffers + for run_id in list(self.buffer.keys()): + if self.buffer[run_id]: + await self._flush_run(run_id) + + async def write_chunk( + self, + run_id: str, + data: str, + is_complete: bool = False, + ) -> int: + """ + Write an SSE chunk to the buffer for a specific run. + + Args: + run_id: The run ID to write to + data: SSE-formatted chunk data + is_complete: Whether this is the final chunk + + Returns: + The sequence ID assigned to this chunk + """ + # Assign sequence ID + seq_id = self.seq_counters[run_id] + self.seq_counters[run_id] += 1 + + # Add to buffer + chunk = { + "seq_id": seq_id, + "data": data, + "timestamp": int(time.time() * 1000), + } + + # Mark completion if this is the last chunk + if is_complete: + chunk["complete"] = "true" + + self.buffer[run_id].append(chunk) + + # Check if we should flush + should_flush = ( + len(self.buffer[run_id]) >= self.flush_size or is_complete or (time.time() - self.last_flush[run_id]) > self.flush_interval + ) + + if should_flush: + await self._flush_run(run_id) + + return seq_id + + async def _flush_run(self, run_id: str): + """Flush buffered chunks for a specific run to Redis.""" + if not self.buffer[run_id]: + return + + chunks = self.buffer[run_id] + self.buffer[run_id] = [] + stream_key = f"sse:run:{run_id}" + + try: + client = await self.redis.get_client() + + # Use pipeline for batch writes + async with client.pipeline(transaction=False) as pipe: + for chunk in chunks: + pipe.xadd(stream_key, chunk, maxlen=self.max_stream_length, approximate=True) + + # Set/refresh TTL on the stream + pipe.expire(stream_key, self.stream_ttl) + + # Execute all commands in one round trip + await pipe.execute() + + self.last_flush[run_id] = time.time() + + # Log successful flush + logger.debug( + f"Flushed {len(chunks)} chunks to Redis stream {stream_key}, " f"seq_ids {chunks[0]['seq_id']}-{chunks[-1]['seq_id']}" + ) + + # If this was a completion chunk, clean up tracking + if chunks[-1].get("complete") == "true": + self._cleanup_run(run_id) + + except Exception as e: + logger.error(f"Failed to flush chunks for run {run_id}: {e}") + # Put chunks back in buffer to retry + self.buffer[run_id] = chunks + self.buffer[run_id] + raise + + async def _periodic_flush(self): + """Background task to periodically flush buffers.""" + while self._running: + try: + await asyncio.sleep(self.flush_interval) + + # Check each run for time-based flush + current_time = time.time() + runs_to_flush = [ + run_id + for run_id, last_flush in self.last_flush.items() + if (current_time - last_flush) > self.flush_interval and self.buffer[run_id] + ] + + for run_id in runs_to_flush: + await self._flush_run(run_id) + + except asyncio.CancelledError: + break + except Exception as e: + logger.error(f"Error in periodic flush: {e}") + + def _cleanup_run(self, run_id: str): + """Clean up tracking data for a completed run.""" + self.buffer.pop(run_id, None) + self.seq_counters.pop(run_id, None) + self.last_flush.pop(run_id, None) + + async def mark_complete(self, run_id: str): + """Mark a stream as complete and flush.""" + # Add a [DONE] marker + await self.write_chunk(run_id, "data: [DONE]\n\n", is_complete=True) + + +async def create_background_stream_processor( + stream_generator, + redis_client: AsyncRedisClient, + run_id: str, + writer: Optional[RedisSSEStreamWriter] = None, +) -> None: + """ + Process a stream in the background and store chunks to Redis. + + This function consumes the stream generator and writes all chunks + to Redis for later retrieval. + + Args: + stream_generator: The async generator yielding SSE chunks + redis_client: Redis client instance + run_id: The run ID to store chunks under + writer: Optional pre-configured writer (creates new if not provided) + """ + if writer is None: + writer = RedisSSEStreamWriter(redis_client) + await writer.start() + should_stop_writer = True + else: + should_stop_writer = False + + try: + async for chunk in stream_generator: + # Check if this is the final chunk + is_done = "data: [DONE]" in chunk if isinstance(chunk, str) else False + + # Write chunk to Redis + await writer.write_chunk(run_id=run_id, data=chunk, is_complete=is_done) + + if is_done: + break + + except Exception as e: + logger.error(f"Error processing stream for run {run_id}: {e}") + # Write error chunk + error_chunk = {"message_type": "error", "error": str(e)} + await writer.write_chunk(run_id=run_id, data=f"data: {json.dumps(error_chunk)}\n\n", is_complete=True) + finally: + if should_stop_writer: + await writer.stop() + + +async def redis_sse_stream_generator( + redis_client: AsyncRedisClient, + run_id: str, + start_cursor: Optional[int] = None, + poll_interval: float = 0.1, + batch_size: int = 100, +) -> AsyncIterator[str]: + """ + Generate SSE events from Redis stream chunks. + + This generator reads chunks stored in Redis streams and yields them as SSE events. + It supports cursor-based recovery by allowing you to start from a specific seq_id. + + Args: + redis_client: Redis client instance + run_id: The run ID to read chunks for + start_cursor: Sequential ID (integer) to start reading from (default: 0 for beginning) + poll_interval: Seconds to wait between polls when no new data (default: 0.1) + batch_size: Number of entries to read per batch (default: 100) + + Yields: + SSE-formatted chunks from the Redis stream + """ + stream_key = f"sse:run:{run_id}" + last_redis_id = "-" + cursor_seq_id = start_cursor or 0 + + logger.debug(f"Starting redis_sse_stream_generator for run_id={run_id}, stream_key={stream_key}") + + # Add a small initial delay to allow background task to start writing + await asyncio.sleep(0.05) + + while True: + entries = await redis_client.xrange(stream_key, start=last_redis_id, count=batch_size) + + if entries: + yielded_any = False + for entry_id, fields in entries: + if entry_id == last_redis_id: + continue + + chunk_seq_id = int(fields.get("seq_id", 0)) + if chunk_seq_id >= cursor_seq_id: + data = fields.get("data", "") + if not data: + continue + + if data == "data: [DONE]\n\n": + yield data + return + + yield data + yielded_any = True + + last_redis_id = entry_id + + if not yielded_any and len(entries) > 1: + continue + + if not entries or (len(entries) == 1 and entries[0][0] == last_redis_id): + await asyncio.sleep(poll_interval) diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index bdfbb6d1..74bad958 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -14,7 +14,7 @@ from starlette.responses import Response, StreamingResponse from letta.agents.letta_agent import LettaAgent from letta.constants import AGENT_ID_PATTERN, DEFAULT_MAX_STEPS, DEFAULT_MESSAGE_TOOL, DEFAULT_MESSAGE_TOOL_KWARG, REDIS_RUN_ID_PREFIX -from letta.data_sources.redis_client import get_redis_client +from letta.data_sources.redis_client import NoopAsyncRedisClient, get_redis_client from letta.errors import AgentExportIdMappingError, AgentExportProcessingError, AgentFileImportError, AgentNotFoundForExportError from letta.groups.sleeptime_multi_agent_v2 import SleeptimeMultiAgentV2 from letta.helpers.datetime_helpers import get_utc_timestamp_ns @@ -40,6 +40,7 @@ from letta.schemas.source import Source from letta.schemas.tool import Tool from letta.schemas.user import User from letta.serialize_schemas.pydantic_agent_schema import AgentSchema +from letta.server.rest_api.redis_stream_manager import create_background_stream_processor, redis_sse_stream_generator from letta.server.rest_api.utils import get_letta_server from letta.server.server import SyncServer from letta.services.summarizer.enums import SummarizationMode @@ -1259,8 +1260,43 @@ async def send_message_streaming( else SummarizationMode.PARTIAL_EVICT_MESSAGE_BUFFER ), ) + from letta.server.rest_api.streaming_response import StreamingResponseWithStatusCode, add_keepalive_to_stream + if request.background and request.stream_tokens and settings.track_agent_run: + if isinstance(redis_client, NoopAsyncRedisClient): + raise HTTPException( + status_code=503, + detail="Background streaming is not available: Redis is not configured. Please ensure Redis is properly configured and running.", + ) + + asyncio.create_task( + create_background_stream_processor( + stream_generator=agent_loop.step_stream( + input_messages=request.messages, + max_steps=request.max_steps, + use_assistant_message=request.use_assistant_message, + request_start_timestamp_ns=request_start_timestamp_ns, + include_return_message_types=request.include_return_message_types, + ), + redis_client=redis_client, + run_id=run.id, + ) + ) + + stream = redis_sse_stream_generator( + redis_client=redis_client, + run_id=run.id, + ) + + if request.include_pings and settings.enable_keepalive: + stream = add_keepalive_to_stream(stream, keepalive_interval=settings.keepalive_interval) + + return StreamingResponseWithStatusCode( + stream, + media_type="text/event-stream", + ) + if request.stream_tokens and model_compatible_token_streaming: raw_stream = agent_loop.step_stream( input_messages=request.messages, From 5cd4f378d577228b6f4ca1580e9c5fda48caea12 Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 09:43:45 -0700 Subject: [PATCH 28/56] feat: add run id to stream response (#4152) --- letta/schemas/letta_message.py | 1 + 1 file changed, 1 insertion(+) diff --git a/letta/schemas/letta_message.py b/letta/schemas/letta_message.py index 7d38cba1..5f63077e 100644 --- a/letta/schemas/letta_message.py +++ b/letta/schemas/letta_message.py @@ -53,6 +53,7 @@ class LettaMessage(BaseModel): step_id: str | None = None is_err: bool | None = None seq_id: int | None = None + run_id: str | None = None @field_serializer("date") def serialize_datetime(self, dt: datetime, _info): From 69c31babac16355a68c9da4fa62a00862832c25c Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 09:58:11 -0700 Subject: [PATCH 29/56] chore: bump sdk client package version (#4154) --- poetry.lock | 616 +++++++++++++++++++++++++++++++++++++++++++------ pyproject.toml | 2 +- 2 files changed, 552 insertions(+), 66 deletions(-) diff --git a/poetry.lock b/poetry.lock index 3d2d408d..13edaea0 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. [[package]] name = "aioboto3" @@ -6,6 +6,8 @@ version = "14.3.0" description = "Async boto3 wrapper" optional = true python-versions = "<4.0,>=3.8" +groups = ["main"] +markers = "extra == \"bedrock\"" files = [ {file = "aioboto3-14.3.0-py3-none-any.whl", hash = "sha256:aec5de94e9edc1ffbdd58eead38a37f00ddac59a519db749a910c20b7b81bca7"}, {file = "aioboto3-14.3.0.tar.gz", hash = "sha256:1d18f88bb56835c607b62bb6cb907754d717bedde3ddfff6935727cb48a80135"}, @@ -25,6 +27,8 @@ version = "2.22.0" description = "Async client for aws services using botocore and aiohttp" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"bedrock\"" files = [ {file = "aiobotocore-2.22.0-py3-none-any.whl", hash = "sha256:b4e6306f79df9d81daff1f9d63189a2dbee4b77ce3ab937304834e35eaaeeccf"}, {file = "aiobotocore-2.22.0.tar.gz", hash = "sha256:11091477266b75c2b5d28421c1f2bc9a87d175d0b8619cb830805e7a113a170b"}, @@ -50,6 +54,8 @@ version = "24.1.0" description = "File support for asyncio." optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"bedrock\"" files = [ {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"}, {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"}, @@ -61,6 +67,7 @@ version = "2.6.1" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"}, {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"}, @@ -72,6 +79,7 @@ version = "3.12.15" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b6fc902bff74d9b1879ad55f5404153e2b33a82e72a95c89cec5eb6cc9e92fbc"}, {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:098e92835b8119b54c693f2f88a1dec690e20798ca5f5fe5f0520245253ee0af"}, @@ -171,7 +179,7 @@ propcache = ">=0.2.0" yarl = ">=1.17.0,<2.0" [package.extras] -speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"] +speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""] [[package]] name = "aiohttp-retry" @@ -179,6 +187,8 @@ version = "2.9.1" description = "Simple retry client for aiohttp" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "aiohttp_retry-2.9.1-py3-none-any.whl", hash = "sha256:66d2759d1921838256a05a3f80ad7e724936f083e35be5abb5e16eed6be6dc54"}, {file = "aiohttp_retry-2.9.1.tar.gz", hash = "sha256:8eb75e904ed4ee5c2ec242fefe85bf04240f685391c4879d8f541d6028ff01f1"}, @@ -193,6 +203,8 @@ version = "0.12.0" description = "itertools and builtins for AsyncIO and mixed iterables" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"bedrock\"" files = [ {file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"}, {file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"}, @@ -208,13 +220,14 @@ version = "0.9.1" description = "AsyncIO version of the standard multiprocessing module" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aiomultiprocess-0.9.1-py3-none-any.whl", hash = "sha256:3a7b3bb3c38dbfb4d9d1194ece5934b6d32cf0280e8edbe64a7d215bba1322c6"}, {file = "aiomultiprocess-0.9.1.tar.gz", hash = "sha256:f0231dbe0291e15325d7896ebeae0002d95a4f2675426ca05eb35f24c60e495b"}, ] [package.extras] -dev = ["attribution (==1.7.1)", "black (==24.4.0)", "coverage (==7.4.4)", "flake8 (==7.0.0)", "flake8-bugbear (==24.4.21)", "flit (==3.9.0)", "mypy (==1.9.0)", "usort (==1.0.8.post1)", "uvloop (==0.19.0)"] +dev = ["attribution (==1.7.1)", "black (==24.4.0)", "coverage (==7.4.4)", "flake8 (==7.0.0)", "flake8-bugbear (==24.4.21)", "flit (==3.9.0)", "mypy (==1.9.0)", "usort (==1.0.8.post1)", "uvloop (==0.19.0) ; sys_platform != \"win32\""] docs = ["sphinx (==7.3.7)", "sphinx-mdinclude (==0.6.0)"] [[package]] @@ -223,6 +236,7 @@ version = "1.4.0" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"}, {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"}, @@ -238,6 +252,7 @@ version = "0.21.0" description = "asyncio bridge to the standard sqlite3 module" optional = false python-versions = ">=3.9" +groups = ["main", "sqlite"] files = [ {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"}, {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"}, @@ -256,6 +271,7 @@ version = "1.16.4" description = "A database migration tool for SQLAlchemy." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "alembic-1.16.4-py3-none-any.whl", hash = "sha256:b05e51e8e82efc1abd14ba2af6392897e145930c3e0a2faf2b0da2f7f7fd660d"}, {file = "alembic-1.16.4.tar.gz", hash = "sha256:efab6ada0dd0fae2c92060800e0bf5c1dc26af15a10e02fb4babff164b4725e2"}, @@ -275,6 +291,7 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -286,6 +303,7 @@ version = "0.49.0" description = "The official Python library for the anthropic API" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "anthropic-0.49.0-py3-none-any.whl", hash = "sha256:bbc17ad4e7094988d2fa86b87753ded8dce12498f4b85fe5810f208f454a8375"}, {file = "anthropic-0.49.0.tar.gz", hash = "sha256:c09e885b0f674b9119b4f296d8508907f6cff0009bc20d5cf6b35936c40b4398"}, @@ -310,6 +328,7 @@ version = "4.10.0" description = "High-level concurrency and networking framework on top of asyncio or Trio" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"}, {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"}, @@ -329,6 +348,8 @@ version = "0.1.4" description = "Disable App Nap on macOS >= 10.9" optional = false python-versions = ">=3.6" +groups = ["dev"] +markers = "platform_system == \"Darwin\"" files = [ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, @@ -340,6 +361,7 @@ version = "3.11.0" description = "In-process task scheduler with Cron-like capabilities" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "APScheduler-3.11.0-py3-none-any.whl", hash = "sha256:fc134ca32e50f5eadcc4938e3a4545ab19131435e851abb40b34d63d5141c6da"}, {file = "apscheduler-3.11.0.tar.gz", hash = "sha256:4c622d250b0955a65d5d0eb91c33e6d43fd879834bf541e0a18661ae60460133"}, @@ -356,7 +378,7 @@ mongodb = ["pymongo (>=3.0)"] redis = ["redis (>=3.0)"] rethinkdb = ["rethinkdb (>=2.4.0)"] sqlalchemy = ["sqlalchemy (>=1.4)"] -test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6", "anyio (>=4.5.2)", "gevent", "pytest", "pytz", "twisted"] +test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6 ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "anyio (>=4.5.2)", "gevent ; python_version < \"3.14\"", "pytest", "pytz", "twisted ; python_version < \"3.14\""] tornado = ["tornado (>=4.3)"] twisted = ["twisted"] zookeeper = ["kazoo"] @@ -367,6 +389,7 @@ version = "3.6.2" description = "Bash tab completion for argparse" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591"}, {file = "argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf"}, @@ -381,6 +404,8 @@ version = "1.5.1" description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP" optional = true python-versions = "*" +groups = ["main"] +markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "asn1crypto-1.5.1-py2.py3-none-any.whl", hash = "sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67"}, {file = "asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c"}, @@ -392,10 +417,12 @@ version = "3.0.0" description = "Annotate AST trees with source code positions" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"}, {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] astroid = ["astroid (>=2,<4)"] @@ -407,6 +434,8 @@ version = "5.0.1" description = "Timeout context manager for asyncio programs" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "(extra == \"redis\" or extra == \"all\") and python_full_version < \"3.11.3\" and python_version == \"3.11\"" files = [ {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, @@ -418,6 +447,8 @@ version = "0.30.0" description = "An asyncio PostgreSQL driver" optional = true python-versions = ">=3.8.0" +groups = ["main"] +markers = "extra == \"postgres\"" files = [ {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"}, {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"}, @@ -472,8 +503,8 @@ files = [ [package.extras] docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"] -gssauth = ["gssapi", "sspilib"] -test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"] +gssauth = ["gssapi ; platform_system != \"Windows\"", "sspilib ; platform_system == \"Windows\""] +test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi ; platform_system == \"Linux\"", "k5test ; platform_system == \"Linux\"", "mypy (>=1.8.0,<1.9.0)", "sspilib ; platform_system == \"Windows\"", "uvloop (>=0.15.3) ; platform_system != \"Windows\" and python_version < \"3.14.0\""] [[package]] name = "attrs" @@ -481,18 +512,19 @@ version = "25.3.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"}, {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"}, ] [package.extras] -benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle ; platform_python_implementation 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python-versions = ">=3.8" +groups = ["main"] files = [ {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"}, {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"}, @@ -1317,6 +1425,7 @@ version = "0.6.7" description = "Easily serialize dataclasses to and from JSON." optional = false python-versions = "<4.0,>=3.7" +groups = ["main"] files = [ {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"}, {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"}, @@ -1332,6 +1441,7 @@ version = "0.25.9" description = "Datamodel Code Generator" optional = false python-versions = "<4.0,>=3.7" +groups = ["main"] files = [ {file = "datamodel_code_generator-0.25.9-py3-none-any.whl", hash = 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"debugpy-1.8.16-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:2a3958fb9c2f40ed8ea48a0d34895b461de57a1f9862e7478716c35d76f56c65"}, {file = "debugpy-1.8.16-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e5ca7314042e8a614cc2574cd71f6ccd7e13a9708ce3c6d8436959eae56f2378"}, @@ -1399,10 +1510,12 @@ version = "5.2.1" description = "Decorators for Humans" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"}, {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [[package]] name = "defusedxml" @@ -1410,6 +1523,7 @@ version = "0.7.1" description = "XML bomb protection for Python stdlib modules" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"}, {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"}, @@ -1421,6 +1535,7 @@ version = "3.0.6" description = "encoder, decoder, and lint/validator for JSON (JavaScript Object Notation) compliant with RFC 7159" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "demjson3-3.0.6.tar.gz", hash = "sha256:37c83b0c6eb08d25defc88df0a2a4875d58a7809a9650bd6eee7afd8053cdbac"}, ] @@ -1431,6 +1546,7 @@ version = "1.2.18" description = "Python @deprecated decorator to deprecate old python classes, functions or methods." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" +groups = ["main"] files = [ {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"}, {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"}, @@ -1440,7 +1556,7 @@ files = [ wrapt = ">=1.10,<2" [package.extras] -dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"] +dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"] [[package]] name = "dirtyjson" @@ -1448,6 +1564,7 @@ version = "1.0.8" description = "JSON decoder for Python that can extract data from the muck" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "dirtyjson-1.0.8-py3-none-any.whl", hash = "sha256:125e27248435a58acace26d5c2c4c11a1c0de0a9c5124c5a94ba78e517d74f53"}, {file = "dirtyjson-1.0.8.tar.gz", hash = "sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd"}, @@ -1459,6 +1576,8 @@ version = "0.4.0" description = "Distribution utilities" optional = true python-versions = "*" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"}, {file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"}, @@ -1470,6 +1589,7 @@ version = "1.9.0" description = "Distro - an OS platform information API" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, @@ -1481,6 +1601,7 @@ version = "2.7.0" description = "DNS toolkit" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"}, {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"}, @@ -1501,6 +1622,8 @@ version = "7.1.0" description = "A Python library for the Docker Engine API." optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"}, {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"}, @@ -1523,6 +1646,7 @@ version = "0.16" description = "Parse Python docstrings in reST, Google and Numpydoc format" optional = false python-versions = ">=3.6,<4.0" +groups = ["main"] files = [ {file = "docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637"}, {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"}, @@ -1534,6 +1658,8 @@ version = "1.11.1" description = "E2B SDK that give agents cloud environments" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "e2b-1.11.1-py3-none-any.whl", hash = "sha256:1ecb123873788472731c101939a494ab852cbcce0f913df6f7ecb194ae932130"}, {file = "e2b-1.11.1.tar.gz", hash = "sha256:7f7b6f238208d0a23353bb0da01f91a924321b57c61b176506862cbc1493ce8c"}, @@ -1554,6 +1680,8 @@ version = "1.5.2" description = "E2B Code Interpreter - Stateful code execution" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "e2b_code_interpreter-1.5.2-py3-none-any.whl", hash = "sha256:5c3188d8f25226b28fef4b255447cc6a4c36afb748bdd5180b45be486d5169f3"}, {file = "e2b_code_interpreter-1.5.2.tar.gz", hash = "sha256:3bd6ea70596290e85aaf0a2f19f28bf37a5e73d13086f5e6a0080bb591c5a547"}, @@ -1570,6 +1698,7 @@ version = "2.2.0" description = "A robust email address syntax and deliverability validation library." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"}, {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"}, @@ -1585,6 +1714,7 @@ version = "0.2.2" description = "Like `typing._eval_type`, but lets older Python versions use newer typing features." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "eval_type_backport-0.2.2-py3-none-any.whl", hash = "sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a"}, {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"}, @@ -1599,13 +1729,15 @@ version = "2.2.0" description = "Get the currently executing AST node of a frame, and other information" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"}, {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] -tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"] +tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""] [[package]] name = "faker" @@ -1613,6 +1745,7 @@ version = "36.2.3" description = "Faker is a Python package that generates fake data for you." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "Faker-36.2.3-py3-none-any.whl", hash = "sha256:7ca995d65ec08d013f3c1230da7f628cb2c169a77e89cd265d7a59f443f0febd"}, {file = "faker-36.2.3.tar.gz", hash = "sha256:1ed2d7a9c3a5657fc11a4298e8cf19f71d83740560d4ed0895b30399d482d538"}, @@ -1627,6 +1760,7 @@ version = "0.115.14" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"}, {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"}, @@ -1647,6 +1781,8 @@ version = "3.18.0" description = "A platform independent file lock." optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"}, {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"}, @@ -1655,7 +1791,7 @@ files = [ [package.extras] docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"] testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"] -typing = ["typing-extensions (>=4.12.2)"] +typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""] [[package]] name = "filetype" @@ -1663,6 +1799,7 @@ version = "1.2.0" description = "Infer file type and MIME type of any file/buffer. No external dependencies." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"}, {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"}, @@ -1674,6 +1811,8 @@ version = "2.16.5" description = "Python SDK for Firecrawl API" optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"external-tools\"" files = [ {file = "firecrawl_py-2.16.5-py3-none-any.whl", hash = "sha256:3caed19b8f21522ab9c2193c2226990f2468e6bc5669ef54aa156e4230a5e35e"}, {file = "firecrawl_py-2.16.5.tar.gz", hash = "sha256:7f5186bba359a426140a6827b550a604e62bfbeda33ded757952899b1cca4c83"}, @@ -1693,6 +1832,8 @@ version = "3.1.1" description = "A simple framework for building complex web applications." optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "flask-3.1.1-py3-none-any.whl", hash = "sha256:07aae2bb5eaf77993ef57e357491839f5fd9f4dc281593a81a9e4d79a24f295c"}, {file = "flask-3.1.1.tar.gz", hash = "sha256:284c7b8f2f58cb737f0cf1c30fd7eaf0ccfcde196099d24ecede3fc2005aa59e"}, @@ -1716,6 +1857,8 @@ version = "6.0.1" description = "A Flask extension simplifying CORS support" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "flask_cors-6.0.1-py3-none-any.whl", hash = "sha256:c7b2cbfb1a31aa0d2e5341eea03a6805349f7a61647daee1a15c46bbe981494c"}, {file = "flask_cors-6.0.1.tar.gz", hash = "sha256:d81bcb31f07b0985be7f48406247e9243aced229b7747219160a0559edd678db"}, @@ -1731,6 +1874,8 @@ version = "0.6.3" description = "User authentication and session management for Flask." optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "Flask-Login-0.6.3.tar.gz", hash = "sha256:5e23d14a607ef12806c699590b89d0f0e0d67baeec599d75947bf9c147330333"}, {file = "Flask_Login-0.6.3-py3-none-any.whl", hash = "sha256:849b25b82a436bf830a054e74214074af59097171562ab10bfa999e6b78aae5d"}, @@ -1746,6 +1891,7 @@ version = "25.2.10" description = "The FlatBuffers serialization format for Python" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "flatbuffers-25.2.10-py2.py3-none-any.whl", hash = "sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051"}, {file = "flatbuffers-25.2.10.tar.gz", hash = "sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e"}, @@ -1757,6 +1903,7 @@ version = "4.59.0" description = "Tools to manipulate font files" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "fonttools-4.59.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:524133c1be38445c5c0575eacea42dbd44374b310b1ffc4b60ff01d881fabb96"}, {file = "fonttools-4.59.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:21e606b2d38fed938dde871c5736822dd6bda7a4631b92e509a1f5cd1b90c5df"}, @@ -1803,17 +1950,17 @@ files = [ ] [package.extras] -all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"] +all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"] graphite = ["lz4 (>=1.7.4.2)"] -interpolatable = ["munkres", "pycairo", "scipy"] +interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""] lxml = ["lxml (>=4.0)"] pathops = ["skia-pathops (>=0.5.0)"] plot = ["matplotlib"] repacker = ["uharfbuzz (>=0.23.0)"] symfont = ["sympy"] -type1 = ["xattr"] -unicode = ["unicodedata2 (>=15.1.0)"] -woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"] +type1 = ["xattr ; sys_platform == \"darwin\""] +unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""] +woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"] [[package]] name = "frozenlist" @@ -1821,6 +1968,7 @@ version = "1.7.0" description = "A list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"}, {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"}, @@ -1934,6 +2082,7 @@ version = "2025.7.0" description = "File-system specification" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "fsspec-2025.7.0-py3-none-any.whl", hash = "sha256:8b012e39f63c7d5f10474de957f3ab793b47b45ae7d39f2fb735f8bbe25c0e21"}, {file = "fsspec-2025.7.0.tar.gz", hash = "sha256:786120687ffa54b8283d942929540d8bc5ccfa820deb555a2b5d0ed2b737bf58"}, @@ -1964,7 +2113,7 @@ smb = ["smbprotocol"] ssh = ["paramiko"] test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"] test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"] -test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"] +test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard ; python_version < \"3.14\""] tqdm = ["tqdm"] [[package]] @@ -1973,6 +2122,7 @@ version = "1.3.0" description = "GenSON is a powerful, user-friendly JSON Schema generator." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "genson-1.3.0-py3-none-any.whl", hash = "sha256:468feccd00274cc7e4c09e84b08704270ba8d95232aa280f65b986139cec67f7"}, {file = "genson-1.3.0.tar.gz", hash = "sha256:e02db9ac2e3fd29e65b5286f7135762e2cd8a986537c075b06fc5f1517308e37"}, @@ -1984,6 +2134,8 @@ version = "25.5.1" description = "Coroutine-based network library" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "gevent-25.5.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8e5a0fab5e245b15ec1005b3666b0a2e867c26f411c8fe66ae1afe07174a30e9"}, {file = "gevent-25.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c7b80a37f2fb45ee4a8f7e64b77dd8a842d364384046e394227b974a4e9c9a52"}, @@ -2033,11 +2185,11 @@ greenlet = {version = ">=3.2.2", markers = "platform_python_implementation == \" "zope.interface" = "*" [package.extras] -dnspython = ["dnspython (>=1.16.0,<2.0)", "idna"] +dnspython = ["dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\""] docs = ["furo", "repoze.sphinx.autointerface", "sphinx", "sphinxcontrib-programoutput", "zope.schema"] -monitor = ["psutil (>=5.7.0)"] -recommended = ["cffi (>=1.17.1)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)"] -test = ["cffi (>=1.17.1)", "coverage (>=5.0)", "dnspython (>=1.16.0,<2.0)", "idna", "objgraph", "psutil (>=5.7.0)", "requests"] +monitor = ["psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\""] +recommended = ["cffi (>=1.17.1) ; platform_python_implementation == \"CPython\"", "dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\"", "psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\""] +test = ["cffi (>=1.17.1) ; platform_python_implementation == \"CPython\"", "coverage (>=5.0) ; sys_platform != \"win32\"", "dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\"", "objgraph", "psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\"", "requests"] [[package]] name = "geventhttpclient" @@ -2045,6 +2197,8 @@ version = "2.3.4" description = "HTTP client library for gevent" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "geventhttpclient-2.3.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:182f5158504ac426d591cfb1234de5180813292b49049e761f00bf70691aace5"}, {file = "geventhttpclient-2.3.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59a2e7c136a3e6b60b87bf8b87e5f1fb25705d76ab7471018e25f8394c640dda"}, @@ -2149,6 +2303,8 @@ version = "2.25.1" description = "Google API client core library" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7"}, {file = "google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8"}, @@ -2158,7 +2314,7 @@ files = [ google-auth = ">=2.14.1,<3.0.0" googleapis-common-protos = ">=1.56.2,<2.0.0" proto-plus = [ - {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""}, + {version = ">=1.22.3,<2.0.0"}, {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0" @@ -2166,7 +2322,7 @@ requests = ">=2.18.0,<3.0.0" [package.extras] async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"] -grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0)"] +grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""] grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] @@ -2176,6 +2332,8 @@ version = "2.178.0" description = "Google API Client Library for Python" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "google_api_python_client-2.178.0-py3-none-any.whl", hash = "sha256:f420adcd050150ff1baefa817e96e1ffa16872744f53471cd34096612e580c34"}, {file = "google_api_python_client-2.178.0.tar.gz", hash = "sha256:99cba921eb471bb5973b780c653ac54d96eef8a42f1b7375b7ab98f257a4414c"}, @@ -2194,6 +2352,8 @@ version = "2.40.3" description = "Google Authentication Library" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"google\" or extra == \"experimental\" or extra == \"all\"" files = [ {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"}, {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"}, @@ -2207,11 +2367,11 @@ rsa = ">=3.1.4,<5" [package.extras] aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"] enterprise-cert = ["cryptography", "pyopenssl"] -pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] -pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] +pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] +pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] reauth = ["pyu2f (>=0.1.5)"] requests = ["requests (>=2.20.0,<3.0.0)"] -testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] +testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] urllib3 = ["packaging", "urllib3"] [[package]] @@ -2220,6 +2380,8 @@ version = "0.2.0" description = "Google Authentication Library: httplib2 transport" optional = true python-versions = "*" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "google-auth-httplib2-0.2.0.tar.gz", hash = "sha256:38aa7badf48f974f1eb9861794e9c0cb2a0511a4ec0679b1f886d108f5640e05"}, {file = "google_auth_httplib2-0.2.0-py2.py3-none-any.whl", hash = "sha256:b65a0a2123300dd71281a7bf6e64d65a0759287df52729bdd1ae2e47dc311a3d"}, @@ -2235,6 +2397,8 @@ version = "4.1.0" description = "Google Cloud Profiler Python Agent" optional = true python-versions = "*" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "google-cloud-profiler-4.1.0.tar.gz", hash = "sha256:2d90f9c6d4c075ad6d43752ae39424c3d0bad63e6549a2c761881f9a235067ae"}, ] @@ -2252,6 +2416,8 @@ version = "1.29.0" description = "GenAI Python SDK" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"google\"" files = [ {file = "google_genai-1.29.0-py3-none-any.whl", hash = "sha256:8b64737de008d15ca4737e593913f88f656f0568544ab6901f768f0d1fd69bbf"}, {file = "google_genai-1.29.0.tar.gz", hash = "sha256:a6b036ab032830f668d137b198c2a5abd8951a036d7a8480b61ce837c1c7f36b"}, @@ -2276,6 +2442,7 @@ version = "1.70.0" description = "Common protobufs used in Google APIs" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"}, {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"}, @@ -2293,6 +2460,8 @@ version = "2.5.0" description = "A Rust HTTP server for Python applications" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "granian-2.5.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:49c1c5059b39db0863e3e967ba18f1ab55fa0f86388537d937aa18baf2934f71"}, {file = "granian-2.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aba86bae39b4e8f770d7e6664490e0abdcdcd742300d16cf1cb370dc159a09c1"}, @@ -2406,8 +2575,8 @@ all = ["granian[dotenv,pname,reload]"] dotenv = ["python-dotenv (>=1.1,<2.0)"] pname = ["setproctitle (>=1.3.3,<1.4.0)"] reload = ["watchfiles (>=1.0,<2.0)"] -rloop = ["rloop (>=0.1,<1.0)"] -uvloop = ["uvloop (>=0.18.0)"] +rloop = ["rloop (>=0.1,<1.0) ; sys_platform != \"win32\""] +uvloop = ["uvloop (>=0.18.0) ; platform_python_implementation == \"CPython\" and sys_platform != \"win32\""] [[package]] name = "greenlet" @@ -2415,6 +2584,8 @@ version = "3.2.3" description = "Lightweight in-process concurrent programming" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\" or (extra == \"dev\" or extra == \"desktop\" or extra == \"all\") and platform_python_implementation == \"CPython\"" files = [ {file = "greenlet-3.2.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:1afd685acd5597349ee6d7a88a8bec83ce13c106ac78c196ee9dde7c04fe87be"}, {file = "greenlet-3.2.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:761917cac215c61e9dc7324b2606107b3b292a8349bdebb31503ab4de3f559ac"}, @@ -2482,6 +2653,7 @@ version = "1.10.0" description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "griffe-1.10.0-py3-none-any.whl", hash = "sha256:a5eec6d5431cc49eb636b8a078d2409844453c1b0e556e4ba26f8c923047cd11"}, {file = "griffe-1.10.0.tar.gz", hash = "sha256:7fe89ebfb5140e0589748888b99680968e5b9ef7e2dcb2b01caf87ec552b66be"}, @@ -2496,6 +2668,7 @@ version = "1.74.0" description = "HTTP/2-based RPC framework" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "grpcio-1.74.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:85bd5cdf4ed7b2d6438871adf6afff9af7096486fcf51818a81b77ef4dd30907"}, {file = "grpcio-1.74.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:68c8ebcca945efff9d86d8d6d7bfb0841cf0071024417e2d7f45c5e46b5b08eb"}, @@ -2559,6 +2732,7 @@ version = "1.71.2" description = "Protobuf code generator for gRPC" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "grpcio_tools-1.71.2-cp310-cp310-linux_armv7l.whl", hash = "sha256:ab8a28c2e795520d6dc6ffd7efaef4565026dbf9b4f5270de2f3dd1ce61d2318"}, {file = "grpcio_tools-1.71.2-cp310-cp310-macosx_10_14_universal2.whl", hash = "sha256:654ecb284a592d39a85556098b8c5125163435472a20ead79b805cf91814b99e"}, @@ -2624,6 +2798,8 @@ version = "0.4.8" description = "Pure-Python gRPC implementation for asyncio" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "grpclib-0.4.8-py3-none-any.whl", hash = "sha256:a5047733a7acc1c1cee6abf3c841c7c6fab67d2844a45a853b113fa2e6cd2654"}, {file = "grpclib-0.4.8.tar.gz", hash = "sha256:d8823763780ef94fed8b2c562f7485cf0bbee15fc7d065a640673667f7719c9a"}, @@ -2642,6 +2818,7 @@ version = "0.16.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, @@ -2653,6 +2830,8 @@ version = "4.2.0" description = "Pure-Python HTTP/2 protocol implementation" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "h2-4.2.0-py3-none-any.whl", hash = "sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0"}, {file = "h2-4.2.0.tar.gz", hash = "sha256:c8a52129695e88b1a0578d8d2cc6842bbd79128ac685463b887ee278126ad01f"}, @@ -2668,6 +2847,8 @@ version = "4.1.0" description = "Pure-Python HPACK header encoding" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496"}, {file = "hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca"}, @@ -2679,6 +2860,7 @@ version = "2020.1.16" description = "Turn HTML into equivalent Markdown-structured text." optional = false python-versions = ">=3.5" +groups = ["main"] files = [ {file = "html2text-2020.1.16-py3-none-any.whl", hash = "sha256:c7c629882da0cf377d66f073329ccf34a12ed2adf0169b9285ae4e63ef54c82b"}, {file = "html2text-2020.1.16.tar.gz", hash = "sha256:e296318e16b059ddb97f7a8a1d6a5c1d7af4544049a01e261731d2d5cc277bbb"}, @@ -2690,6 +2872,7 @@ version = "1.0.9" description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, @@ -2711,6 +2894,8 @@ version = "0.22.0" description = "A comprehensive HTTP client library." optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "httplib2-0.22.0-py3-none-any.whl", hash = "sha256:14ae0a53c1ba8f3d37e9e27cf37eabb0fb9980f435ba405d546948b009dd64dc"}, {file = "httplib2-0.22.0.tar.gz", hash = "sha256:d7a10bc5ef5ab08322488bde8c726eeee5c8618723fdb399597ec58f3d82df81"}, @@ -2725,6 +2910,7 @@ version = "0.28.1" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, @@ -2737,7 +2923,7 @@ httpcore = "==1.*" idna = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] +brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] @@ -2749,6 +2935,7 @@ version = "0.4.0" description = "Consume Server-Sent Event (SSE) messages with HTTPX." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"}, {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"}, @@ -2760,6 +2947,7 @@ version = "10.0" description = "Human friendly output for text interfaces using Python" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"}, {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"}, @@ -2774,6 +2962,8 @@ version = "6.1.0" description = "Pure-Python HTTP/2 framing" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"}, {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"}, @@ -2785,6 +2975,8 @@ version = "2.6.12" description = "File identification library for Python" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "identify-2.6.12-py2.py3-none-any.whl", hash = "sha256:ad9672d5a72e0d2ff7c5c8809b62dfa60458626352fb0eb7b55e69bdc45334a2"}, {file = "identify-2.6.12.tar.gz", hash = "sha256:d8de45749f1efb108badef65ee8386f0f7bb19a7f26185f74de6367bffbaf0e6"}, @@ -2799,6 +2991,7 @@ version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, @@ -2813,6 +3006,7 @@ version = "8.5.0" description = "Read metadata from Python packages" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"}, {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"}, @@ -2822,12 +3016,12 @@ files = [ zipp = ">=3.20" [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] perf = ["ipython"] -test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] +test = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] type = ["pytest-mypy"] [[package]] @@ -2836,6 +3030,7 @@ version = "5.6.2" description = "Correctly generate plurals, singular nouns, ordinals, indefinite articles; convert numbers to words" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "inflect-5.6.2-py3-none-any.whl", hash = "sha256:b45d91a4a28a4e617ff1821117439b06eaa86e2a4573154af0149e9be6687238"}, {file = "inflect-5.6.2.tar.gz", hash = "sha256:aadc7ed73928f5e014129794bbac03058cca35d0a973a5fc4eb45c7fa26005f9"}, @@ -2843,7 +3038,7 @@ files = [ [package.extras] docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"] -testing = ["pygments", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] +testing = ["pygments", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\""] [[package]] name = "inflection" @@ -2851,6 +3046,7 @@ version = "0.5.1" description = "A port of Ruby on Rails inflector to Python" optional = false python-versions = ">=3.5" +groups = ["main"] files = [ {file = "inflection-0.5.1-py2.py3-none-any.whl", hash = "sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2"}, {file = "inflection-0.5.1.tar.gz", hash = "sha256:1a29730d366e996aaacffb2f1f1cb9593dc38e2ddd30c91250c6dde09ea9b417"}, @@ -2862,10 +3058,12 @@ version = "2.1.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.8" +groups = ["main", "dev", "dev,tests"] files = [ {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"}, {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [[package]] name = "invoke" @@ -2873,6 +3071,7 @@ version = "2.2.0" description = "Pythonic task execution" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "invoke-2.2.0-py3-none-any.whl", hash = "sha256:6ea924cc53d4f78e3d98bc436b08069a03077e6f85ad1ddaa8a116d7dad15820"}, {file = "invoke-2.2.0.tar.gz", hash = "sha256:ee6cbb101af1a859c7fe84f2a264c059020b0cb7fe3535f9424300ab568f6bd5"}, @@ -2884,6 +3083,7 @@ version = "0.13.13" description = "IPython-enabled pdb" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["dev"] files = [ {file = "ipdb-0.13.13-py3-none-any.whl", hash = "sha256:45529994741c4ab6d2388bfa5d7b725c2cf7fe9deffabdb8a6113aa5ed449ed4"}, {file = "ipdb-0.13.13.tar.gz", hash = "sha256:e3ac6018ef05126d442af680aad863006ec19d02290561ac88b8b1c0b0cfc726"}, @@ -2899,6 +3099,7 @@ version = "6.30.1" description = "IPython Kernel for Jupyter" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "ipykernel-6.30.1-py3-none-any.whl", hash = "sha256:aa6b9fb93dca949069d8b85b6c79b2518e32ac583ae9c7d37c51d119e18b3fb4"}, {file = "ipykernel-6.30.1.tar.gz", hash = "sha256:6abb270161896402e76b91394fcdce5d1be5d45f456671e5080572f8505be39b"}, @@ -2932,10 +3133,12 @@ version = "9.4.0" description = "IPython: Productive Interactive Computing" optional = false python-versions = ">=3.11" +groups = ["main", "dev"] files = [ {file = "ipython-9.4.0-py3-none-any.whl", hash = "sha256:25850f025a446d9b359e8d296ba175a36aedd32e83ca9b5060430fe16801f066"}, {file = "ipython-9.4.0.tar.gz", hash = "sha256:c033c6d4e7914c3d9768aabe76bbe87ba1dc66a92a05db6bfa1125d81f2ee270"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] colorama = {version = "*", markers = "sys_platform == \"win32\""} @@ -2964,10 +3167,12 @@ version = "1.1.1" description = "Defines a variety of Pygments lexers for highlighting IPython code." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "ipython_pygments_lexers-1.1.1-py3-none-any.whl", hash = "sha256:a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c"}, {file = "ipython_pygments_lexers-1.1.1.tar.gz", hash = "sha256:09c0138009e56b6854f9535736f4171d855c8c08a563a0dcd8022f78355c7e81"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] pygments = "*" @@ -2978,6 +3183,7 @@ version = "5.13.2" description = "A Python utility / library to sort Python imports." optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"}, {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"}, @@ -2992,6 +3198,8 @@ version = "2.2.0" description = "Safely pass data to untrusted environments and back." optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = 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"jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"}, {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"}, @@ -3039,6 +3250,7 @@ version = "0.10.0" description = "Fast iterable JSON parser." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"}, {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"}, @@ -3125,6 +3337,8 @@ version = "1.0.1" description = "JSON Matching Expressions" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"bedrock\"" files = [ {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"}, {file = 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"sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"}, @@ -3161,6 +3378,8 @@ version = "3.0.0" description = "Identify specific nodes in a JSON document (RFC 6901)" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"}, {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"}, @@ -3172,6 +3391,7 @@ version = "1.1.0" description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9"}, {file = "jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552"}, @@ -3183,6 +3403,7 @@ version = "4.25.0" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jsonschema-4.25.0-py3-none-any.whl", hash = "sha256:24c2e8da302de79c8b9382fee3e76b355e44d2a4364bb207159ce10b517bd716"}, {file = "jsonschema-4.25.0.tar.gz", hash = "sha256:e63acf5c11762c0e6672ffb61482bdf57f0876684d8d249c0fe2d730d48bc55f"}, @@ -3204,6 +3425,7 @@ version = "2025.4.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"}, {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"}, @@ -3218,6 +3440,7 @@ version = "8.6.3" description = "Jupyter protocol implementation and client libraries" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"}, {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"}, @@ -3232,7 +3455,7 @@ traitlets = ">=5.3" [package.extras] docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"] -test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] +test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] [[package]] name = "jupyter-core" @@ -3240,6 +3463,7 @@ version = "5.8.1" description = "Jupyter core package. A base package on which Jupyter projects rely." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jupyter_core-5.8.1-py3-none-any.whl", hash = "sha256:c28d268fc90fb53f1338ded2eb410704c5449a358406e8a948b75706e24863d0"}, {file = "jupyter_core-5.8.1.tar.gz", hash = "sha256:0a5f9706f70e64786b75acba995988915ebd4601c8a52e534a40b51c95f59941"}, @@ -3260,6 +3484,7 @@ version = "1.4.8" description = "A fast implementation of the Cassowary constraint solver" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"}, {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"}, @@ -3349,6 +3574,8 @@ version = "0.3.27" description = "Building applications with LLMs through composability" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"}, {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"}, @@ -3388,6 +3615,8 @@ version = "0.3.27" description = "Community contributed LangChain integrations." optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"}, {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"}, @@ -3416,6 +3645,8 @@ version = "0.3.72" description = "Building applications with LLMs through composability" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"}, {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"}, @@ -3436,6 +3667,8 @@ version = "0.3.9" description = "LangChain text splitting utilities" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langchain_text_splitters-0.3.9-py3-none-any.whl", hash = "sha256:cee0bb816211584ea79cc79927317c358543f40404bcfdd69e69ba3ccde54401"}, {file = "langchain_text_splitters-0.3.9.tar.gz", hash = "sha256:7cd1e5a3aaf609979583eeca2eb34177622570b8fa8f586a605c6b1c34e7ebdb"}, @@ -3450,6 +3683,8 @@ version = "0.4.13" description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform." optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "langsmith-0.4.13-py3-none-any.whl", hash = "sha256:dab7b16ee16986995007bf5a777f45c18f8bf7453f67ae2ebcb46ce43c214297"}, {file = "langsmith-0.4.13.tar.gz", hash = "sha256:1ae7dbb5d8150647406f49885a2dd16ab12bd990254b5dc23718838b3d086fde"}, @@ -3473,13 +3708,14 @@ vcr = ["vcrpy (>=7.0.0)"] [[package]] name = "letta-client" -version = "0.1.272" +version = "0.1.276" description = "" optional = false python-versions = "<4.0,>=3.8" +groups = ["main"] files = [ - {file = "letta_client-0.1.272-py3-none-any.whl", hash = "sha256:ed5afffce9431e9dd1170c642efc68b1b5edadfe1923a467f017588dd371447e"}, - {file = "letta_client-0.1.272.tar.gz", hash = "sha256:40bb1e802aeabbb9cb6eaa2105eff7e8a704ac0962623e4b27d6320e57029dcc"}, + {file = 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-3572,6 +3812,7 @@ version = "0.4.4" description = "llama-index cli" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_cli-0.4.4-py3-none-any.whl", hash = "sha256:1070593cf79407054735ab7a23c5a65a26fc18d264661e42ef38fc549b4b7658"}, {file = "llama_index_cli-0.4.4.tar.gz", hash = "sha256:c3af0cf1e2a7e5ef44d0bae5aa8e8872b54c5dd6b731afbae9f13ffeb4997be0"}, @@ -3588,6 +3829,7 @@ version = "0.12.42" description = "Interface between LLMs and your data" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_core-0.12.42-py3-none-any.whl", hash = "sha256:0534cd9a4f6113175aa406a47ae9a683b5a43fd55532e9dbbffa96838ff18e07"}, {file = "llama_index_core-0.12.42.tar.gz", hash = "sha256:cff21fe15610826997c876a6b1d28d52727932c5f9c2af04b23e041a10f40a24"}, @@ -3625,6 +3867,7 @@ version = "0.3.1" description = "llama-index embeddings openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_embeddings_openai-0.3.1-py3-none-any.whl", hash = "sha256:f15a3d13da9b6b21b8bd51d337197879a453d1605e625a1c6d45e741756c0290"}, {file = "llama_index_embeddings_openai-0.3.1.tar.gz", hash = "sha256:1368aad3ce24cbaed23d5ad251343cef1eb7b4a06d6563d6606d59cb347fef20"}, @@ -3640,6 +3883,7 @@ version = "0.8.0" description = "llama-index indices llama-cloud integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_indices_managed_llama_cloud-0.8.0-py3-none-any.whl", hash = "sha256:817d6bd4715d45522e7165d29208e093d06179cc1bc5f9590382245f73dfd7aa"}, {file = "llama_index_indices_managed_llama_cloud-0.8.0.tar.gz", hash = "sha256:762de10d3949e04997766f6a665ed4503394d82ea4b3339139a365edde6e753e"}, @@ -3655,6 +3899,7 @@ version = "0.4.7" description = "llama-index llms openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_llms_openai-0.4.7-py3-none-any.whl", hash = "sha256:3b8d9d3c1bcadc2cff09724de70f074f43eafd5b7048a91247c9a41b7cd6216d"}, {file = "llama_index_llms_openai-0.4.7.tar.gz", hash = "sha256:564af8ab39fb3f3adfeae73a59c0dca46c099ab844a28e725eee0c551d4869f8"}, @@ -3670,6 +3915,7 @@ version = "0.5.1" description = "llama-index multi-modal-llms openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_multi_modal_llms_openai-0.5.1-py3-none-any.whl", hash = "sha256:69bb9c310c323ce51038f0d40719f546d0d4e0853835a4f5cfa21f07dbb0b91e"}, {file = "llama_index_multi_modal_llms_openai-0.5.1.tar.gz", hash = "sha256:df3aff00c36023c5f8c49f972a325f71823ed0f4dd9cd479955d76afc146575f"}, @@ -3685,6 +3931,7 @@ version = "0.3.2" description = "llama-index program openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_program_openai-0.3.2-py3-none-any.whl", hash = "sha256:451829ae53e074e7b47dcc60a9dd155fcf9d1dcbc1754074bdadd6aab4ceb9aa"}, {file = "llama_index_program_openai-0.3.2.tar.gz", hash = "sha256:04c959a2e616489894bd2eeebb99500d6f1c17d588c3da0ddc75ebd3eb7451ee"}, @@ -3701,6 +3948,7 @@ version = "0.3.1" description = "llama-index question_gen openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_question_gen_openai-0.3.1-py3-none-any.whl", hash = "sha256:1ce266f6c8373fc8d884ff83a44dfbacecde2301785db7144872db51b8b99429"}, {file = "llama_index_question_gen_openai-0.3.1.tar.gz", hash = "sha256:5e9311b433cc2581ff8a531fa19fb3aa21815baff75aaacdef11760ac9522aa9"}, @@ -3717,6 +3965,7 @@ version = "0.4.11" description = "llama-index readers file integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_readers_file-0.4.11-py3-none-any.whl", hash = "sha256:e71192d8d6d0bf95131762da15fa205cf6e0cc248c90c76ee04d0fbfe160d464"}, {file = "llama_index_readers_file-0.4.11.tar.gz", hash = "sha256:1b21cb66d78dd5f60e8716607d9a47ccd81bb39106d459665be1ca7799e9597b"}, @@ -3739,6 +3988,7 @@ version = "0.4.0" description = "llama-index readers llama-parse integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_readers_llama_parse-0.4.0-py3-none-any.whl", hash = "sha256:574e48386f28d2c86c3f961ca4a4906910312f3400dd0c53014465bfbc6b32bf"}, {file = "llama_index_readers_llama_parse-0.4.0.tar.gz", hash = "sha256:e99ec56f4f8546d7fda1a7c1ae26162fb9acb7ebcac343b5abdb4234b4644e0f"}, @@ -3754,6 +4004,7 @@ version = "0.6.54" description = "Parse files into RAG-Optimized formats." optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_parse-0.6.54-py3-none-any.whl", hash = "sha256:c66c8d51cf6f29a44eaa8595a595de5d2598afc86e5a33a4cebe5fe228036920"}, {file = "llama_parse-0.6.54.tar.gz", hash = "sha256:c707b31152155c9bae84e316fab790bbc8c85f4d8825ce5ee386ebeb7db258f1"}, @@ -3768,6 +4019,8 @@ version = "2.37.14" description = "Developer-friendly load testing framework" optional = true python-versions = ">=3.10" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "locust-2.37.14-py3-none-any.whl", hash = "sha256:f3cc7a32673b54b3b1b9aa2214a665b3c6a0b0c90c2cc75b0f3bf49d27e07abf"}, {file = "locust-2.37.14.tar.gz", hash = "sha256:1d6d9e49d335216d456c3be77c04cc79674581c0f8860c910cd3152d0b9bb26b"}, @@ -3786,8 +4039,8 @@ psutil = ">=5.9.1" pywin32 = {version = "*", markers = "sys_platform == \"win32\""} pyzmq = ">=25.0.0" requests = [ - {version = ">=2.26.0", markers = "python_version <= \"3.11\""}, {version = ">=2.32.2", markers = "python_version > \"3.11\""}, + {version = ">=2.26.0", markers = "python_version <= \"3.11\""}, ] setuptools = ">=70.0.0" werkzeug = ">=2.0.0" @@ -3798,6 +4051,8 @@ version = "1.26.3" description = "Locust Cloud" optional = true python-versions = ">=3.10" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "locust_cloud-1.26.3-py3-none-any.whl", hash = "sha256:8cb4b8bb9adcd5b99327bc8ed1d98cf67a29d9d29512651e6e94869de6f1faa8"}, {file = "locust_cloud-1.26.3.tar.gz", hash = "sha256:587acfd4d2dee715fb5f0c3c2d922770babf0b7cff7b2927afbb693a9cd193cc"}, @@ -3816,6 +4071,7 @@ version = "6.0.0" description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "lxml-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:35bc626eec405f745199200ccb5c6b36f202675d204aa29bb52e27ba2b71dea8"}, {file = "lxml-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:246b40f8a4aec341cbbf52617cad8ab7c888d944bfe12a6abd2b1f6cfb6f6082"}, @@ -3925,6 +4181,7 @@ version = "0.6.2" description = "A tool to determine the content type of a file with deep learning" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "magika-0.6.2-py3-none-any.whl", hash = "sha256:5ef72fbc07723029b3684ef81454bc224ac5f60986aa0fc5a28f4456eebcb5b2"}, {file = "magika-0.6.2-py3-none-macosx_11_0_arm64.whl", hash = "sha256:9109309328a1553886c8ff36c2ee9a5e9cfd36893ad81b65bf61a57debdd9d0e"}, @@ -3936,8 +4193,8 @@ files = [ [package.dependencies] click = ">=8.1.7" numpy = [ + {version = ">=1.26", markers = "python_version == \"3.12\""}, {version = ">=1.24", markers = "python_version < \"3.12\""}, - {version = ">=1.26", markers = "python_version >= \"3.12\" and python_version < \"3.13\""}, {version = ">=2.1.0", markers = "python_version >= \"3.13\""}, ] onnxruntime = {version = ">=1.17.0", markers = "python_version > \"3.9\""} @@ -3949,6 +4206,7 @@ version = "1.3.10" description = "A super-fast templating language that borrows the best ideas from the existing templating languages." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"}, {file = "mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28"}, @@ -3968,6 +4226,7 @@ version = "1.10.0" description = "Convert Word documents from docx to simple and clean HTML and Markdown" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "mammoth-1.10.0-py2.py3-none-any.whl", hash = "sha256:a1c87d5b98ca30230394267f98614b58b14b50f8031dc33ac9a535c6ab04eb99"}, {file = "mammoth-1.10.0.tar.gz", hash = "sha256:cb6fbba41ccf8b5502859c457177d87a833fef0e0b1d4e6fd23ec372fe892c30"}, @@ -3982,6 +4241,7 @@ version = "3.0.0" description = "Python port of markdown-it. Markdown parsing, done right!" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"}, {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"}, @@ -4006,6 +4266,7 @@ version = "1.1.0" description = "Convert HTML to markdown." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "markdownify-1.1.0-py3-none-any.whl", hash = "sha256:32a5a08e9af02c8a6528942224c91b933b4bd2c7d078f9012943776fc313eeef"}, {file = "markdownify-1.1.0.tar.gz", hash = "sha256:449c0bbbf1401c5112379619524f33b63490a8fa479456d41de9dc9e37560ebd"}, @@ -4021,6 +4282,7 @@ version = "0.1.2" description = "Utility tool for converting various files to Markdown" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "markitdown-0.1.2-py3-none-any.whl", hash = "sha256:4881f0768794ffccb52d09dd86498813a6896ba9639b4fc15512817f56ed9d74"}, {file = "markitdown-0.1.2.tar.gz", hash = "sha256:85fe108a92bd18f317e75a36cf567a6fa812072612a898abf8c156d5d74c13c4"}, @@ -4056,6 +4318,7 @@ version = "3.0.2" description = "Safely add untrusted strings to HTML/XML markup." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"}, {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"}, @@ -4126,6 +4389,7 @@ version = "3.26.1" description = "A lightweight library for converting complex datatypes to and from native Python datatypes." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "marshmallow-3.26.1-py3-none-any.whl", hash = "sha256:3350409f20a70a7e4e11a27661187b77cdcaeb20abca41c1454fe33636bea09c"}, {file = "marshmallow-3.26.1.tar.gz", hash = "sha256:e6d8affb6cb61d39d26402096dc0aee12d5a26d490a121f118d2e81dc0719dc6"}, @@ -4145,6 +4409,7 @@ version = "1.4.2" description = "SQLAlchemy integration with the marshmallow (de)serialization library" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "marshmallow_sqlalchemy-1.4.2-py3-none-any.whl", hash = "sha256:65aee301c4601e76a2fdb02764a65c18913afba2a3506a326c625d13ab405b40"}, {file = "marshmallow_sqlalchemy-1.4.2.tar.gz", hash = "sha256:6410304bf98ec26ea35f3f9d3cee82e51fd093c434612add32a0bdcdb5668f7c"}, @@ -4156,7 +4421,7 @@ SQLAlchemy = ">=1.4.40,<3.0" [package.extras] dev = ["marshmallow-sqlalchemy[tests]", "pre-commit (>=3.5,<5.0)", "tox"] -docs = ["furo (==2024.8.6)", "sphinx (==8.2.3)", "sphinx-copybutton (==0.5.2)", "sphinx-design (==0.6.1)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.10.0)"] +docs = ["furo (==2024.8.6)", "sphinx (==8.2.3) ; python_version >= \"3.11\"", "sphinx-copybutton (==0.5.2)", "sphinx-design (==0.6.1)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.10.0)"] tests = ["pytest (<9)", "pytest-lazy-fixtures"] [[package]] @@ -4165,6 +4430,7 @@ version = "3.10.5" description = "Python plotting package" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "matplotlib-3.10.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:5d4773a6d1c106ca05cb5a5515d277a6bb96ed09e5c8fab6b7741b8fcaa62c8f"}, {file = "matplotlib-3.10.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc88af74e7ba27de6cbe6faee916024ea35d895ed3d61ef6f58c4ce97da7185a"}, @@ -4243,10 +4509,12 @@ version = "0.1.7" description = "Inline Matplotlib backend for Jupyter" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"}, {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] traitlets = "*" @@ -4257,6 +4525,7 @@ version = "1.10.1" description = "Model Context Protocol SDK" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "mcp-1.10.1-py3-none-any.whl", hash = "sha256:4d08301aefe906dce0fa482289db55ce1db831e3e67212e65b5e23ad8454b3c5"}, {file = "mcp-1.10.1.tar.gz", hash = "sha256:aaa0957d8307feeff180da2d9d359f2b801f35c0c67f1882136239055ef034c2"}, @@ -4287,6 +4556,7 @@ version = "0.1.2" description = "Markdown URL utilities" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"}, {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"}, @@ -4298,6 +4568,7 @@ version = "1.9.3" description = "Python Client SDK for the Mistral AI API." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "mistralai-1.9.3-py3-none-any.whl", hash = "sha256:962445e7cebadcbfbcd1daf973e853a832dcf7aba6320468fcf7e2cf5f943aec"}, {file = "mistralai-1.9.3.tar.gz", hash = "sha256:a69806247ed3a67820ecfc9a68b7dbc0c6120dad5e5c3d507bd57fa388b491b7"}, @@ -4311,7 +4582,7 @@ python-dateutil = ">=2.8.2" typing-inspection = ">=0.4.0" [package.extras] -agents = ["authlib (>=1.5.2,<2.0)", "griffe (>=1.7.3,<2.0)", "mcp (>=1.0,<2.0)"] +agents = ["authlib (>=1.5.2,<2.0)", "griffe (>=1.7.3,<2.0)", "mcp (>=1.0,<2.0) ; python_version >= \"3.10\""] gcp = ["google-auth (>=2.27.0)", "requests (>=2.32.3)"] [[package]] @@ -4320,6 +4591,8 @@ version = "1.1.1" description = "Python client library for Modal" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "modal-1.1.1-py3-none-any.whl", hash = "sha256:ec2e2f68848a29228b61a646d2af7ac239558c005b66ca996d7c6c5de587ae36"}, {file = "modal-1.1.1.tar.gz", hash = "sha256:f353ca3b6151abec0b253c398198261859ceab79dbaa2238a58d068ce889b2c0"}, @@ -4346,6 +4619,7 @@ version = "1.3.0" description = "Python library for arbitrary-precision floating-point arithmetic" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"}, {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"}, @@ -4354,7 +4628,7 @@ files = [ [package.extras] develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"] docs = ["sphinx"] -gmpy = ["gmpy2 (>=2.1.0a4)"] +gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""] tests = ["pytest (>=4.6)"] [[package]] @@ -4363,6 +4637,8 @@ version = "1.1.1" description = "MessagePack serializer" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "msgpack-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:353b6fc0c36fde68b661a12949d7d49f8f51ff5fa019c1e47c87c4ff34b080ed"}, {file = "msgpack-1.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:79c408fcf76a958491b4e3b103d1c417044544b68e96d06432a189b43d1215c8"}, @@ -4431,6 +4707,7 @@ version = "6.6.3" description = "multidict implementation" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a2be5b7b35271f7fff1397204ba6708365e3d773579fe2a30625e16c4b4ce817"}, {file = "multidict-6.6.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12f4581d2930840295c461764b9a65732ec01250b46c6b2c510d7ee68872b140"}, @@ -4550,6 +4827,7 @@ version = "1.1.0" description = "Type system extensions for programs checked with the mypy type checker." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"}, {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"}, @@ -4561,6 +4839,7 @@ version = "1.6.0" description = "Patch asyncio to allow nested event loops" optional = false python-versions = ">=3.5" +groups = ["main", "dev"] files = [ {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"}, {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"}, @@ -4572,6 +4851,7 @@ version = "3.5" description = "Python package for creating and manipulating graphs and networks" optional = false python-versions = ">=3.11" +groups = ["main"] files = [ {file = "networkx-3.5-py3-none-any.whl", hash = "sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec"}, {file = "networkx-3.5.tar.gz", hash = "sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037"}, @@ -4592,6 +4872,7 @@ version = "3.9.1" description = "Natural Language Toolkit" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"}, {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"}, @@ -4617,6 +4898,8 @@ version = "1.9.1" description = "Node.js virtual environment builder" optional = true python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\" or extra == \"desktop\"" files = [ {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, @@ -4628,6 +4911,7 @@ version = "2.3.2" description = "Fundamental package for array computing in Python" optional = false python-versions = ">=3.11" +groups = ["main"] files = [ {file = "numpy-2.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:852ae5bed3478b92f093e30f785c98e0cb62fa0a939ed057c31716e18a7a22b9"}, {file = "numpy-2.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7a0e27186e781a69959d0230dd9909b5e26024f8da10683bd6344baea1885168"}, @@ -4711,6 +4995,7 @@ version = "1.22.1" description = "ONNX Runtime is a runtime accelerator for Machine Learning models" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "onnxruntime-1.22.1-cp310-cp310-macosx_13_0_universal2.whl", hash = "sha256:80e7f51da1f5201c1379b8d6ef6170505cd800e40da216290f5e06be01aadf95"}, {file = "onnxruntime-1.22.1-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b89ddfdbbdaf7e3a59515dee657f6515601d55cb21a0f0f48c81aefc54ff1b73"}, @@ -4746,6 +5031,7 @@ version = "1.99.9" description = "The official Python library for the openai API" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "openai-1.99.9-py3-none-any.whl", hash = "sha256:9dbcdb425553bae1ac5d947147bebbd630d91bbfc7788394d4c4f3a35682ab3a"}, {file = "openai-1.99.9.tar.gz", hash = "sha256:f2082d155b1ad22e83247c3de3958eb4255b20ccf4a1de2e6681b6957b554e92"}, @@ -4773,6 +5059,7 @@ version = "1.30.0" description = "OpenTelemetry Python API" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_api-1.30.0-py3-none-any.whl", hash = "sha256:d5f5284890d73fdf47f843dda3210edf37a38d66f44f2b5aedc1e89ed455dc09"}, {file = "opentelemetry_api-1.30.0.tar.gz", hash = "sha256:375893400c1435bf623f7dfb3bcd44825fe6b56c34d0667c542ea8257b1a1240"}, @@ -4788,6 +5075,7 @@ version = "1.30.0" description = "OpenTelemetry Collector Exporters" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp-1.30.0-py3-none-any.whl", hash = "sha256:44e11054ec571ccfed73a83c6429dee5d334d061d0e0572e3160d6de97156dbc"}, {file = "opentelemetry_exporter_otlp-1.30.0.tar.gz", hash = "sha256:da7769f95cd5be5b09dd4188ac153a33709eda652217f2d10aed6518c8e60f0d"}, @@ -4803,6 +5091,7 @@ version = "1.30.0" description = "OpenTelemetry Protobuf encoding" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_common-1.30.0-py3-none-any.whl", hash = "sha256:5468007c81aa9c44dc961ab2cf368a29d3475977df83b4e30aeed42aa7bc3b38"}, {file = "opentelemetry_exporter_otlp_proto_common-1.30.0.tar.gz", hash = "sha256:ddbfbf797e518411857d0ca062c957080279320d6235a279f7b64ced73c13897"}, @@ -4817,6 +5106,7 @@ version = "1.30.0" description = "OpenTelemetry Collector Protobuf over gRPC Exporter" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0-py3-none-any.whl", hash = "sha256:2906bcae3d80acc54fd1ffcb9e44d324e8631058b502ebe4643ca71d1ff30830"}, {file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0.tar.gz", hash = "sha256:d0f10f0b9b9a383b7d04a144d01cb280e70362cccc613987e234183fd1f01177"}, @@ -4837,6 +5127,7 @@ version = "1.30.0" description = "OpenTelemetry Collector Protobuf over HTTP Exporter" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_http-1.30.0-py3-none-any.whl", hash = "sha256:9578e790e579931c5ffd50f1e6975cbdefb6a0a0a5dea127a6ae87df10e0a589"}, {file = "opentelemetry_exporter_otlp_proto_http-1.30.0.tar.gz", hash = "sha256:c3ae75d4181b1e34a60662a6814d0b94dd33b628bee5588a878bed92cee6abdc"}, @@ -4857,6 +5148,7 @@ version = "0.51b0" description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation-0.51b0-py3-none-any.whl", hash = "sha256:c6de8bd26b75ec8b0e54dff59e198946e29de6a10ec65488c357d4b34aa5bdcf"}, {file = "opentelemetry_instrumentation-0.51b0.tar.gz", hash = "sha256:4ca266875e02f3988536982467f7ef8c32a38b8895490ddce9ad9604649424fa"}, @@ -4874,6 +5166,7 @@ version = "0.51b0" description = "OpenTelemetry requests instrumentation" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation_requests-0.51b0-py3-none-any.whl", hash = "sha256:0723aaafaeb2a825723f31c0bf644f9642377046063d1a52fc86571ced87feac"}, {file = "opentelemetry_instrumentation_requests-0.51b0.tar.gz", hash = "sha256:e7f4bd3ffcab6ebcce8a1c652af218e050354c8e7cac2c34814292d4de75167a"}, @@ -4894,6 +5187,7 @@ version = "0.51b0" description = "OpenTelemetry SQLAlchemy instrumentation" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation_sqlalchemy-0.51b0-py3-none-any.whl", hash = "sha256:5ff4816228b496aef1511149e2b17a25e0faacec4d5eb65bf18a9964af40f1af"}, {file = "opentelemetry_instrumentation_sqlalchemy-0.51b0.tar.gz", hash = "sha256:dbfe95b69006017f903dda194606be458d54789e6b3419d37161fb8861bb98a5"}, @@ -4915,6 +5209,7 @@ version = "1.30.0" description = "OpenTelemetry Python Proto" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_proto-1.30.0-py3-none-any.whl", hash = "sha256:c6290958ff3ddacc826ca5abbeb377a31c2334387352a259ba0df37c243adc11"}, {file = "opentelemetry_proto-1.30.0.tar.gz", hash = "sha256:afe5c9c15e8b68d7c469596e5b32e8fc085eb9febdd6fb4e20924a93a0389179"}, @@ -4929,6 +5224,7 @@ version = "1.30.0" description = "OpenTelemetry Python SDK" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_sdk-1.30.0-py3-none-any.whl", hash = "sha256:14fe7afc090caad881addb6926cec967129bd9260c4d33ae6a217359f6b61091"}, {file = "opentelemetry_sdk-1.30.0.tar.gz", hash = "sha256:c9287a9e4a7614b9946e933a67168450b9ab35f08797eb9bc77d998fa480fa18"}, @@ -4945,6 +5241,7 @@ version = "0.51b0" description = "OpenTelemetry Semantic Conventions" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_semantic_conventions-0.51b0-py3-none-any.whl", hash = "sha256:fdc777359418e8d06c86012c3dc92c88a6453ba662e941593adb062e48c2eeae"}, {file = "opentelemetry_semantic_conventions-0.51b0.tar.gz", hash = "sha256:3fabf47f35d1fd9aebcdca7e6802d86bd5ebc3bc3408b7e3248dde6e87a18c47"}, @@ -4960,6 +5257,7 @@ version = "0.51b0" description = "Web util for OpenTelemetry" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_util_http-0.51b0-py3-none-any.whl", hash = "sha256:0561d7a6e9c422b9ef9ae6e77eafcfcd32a2ab689f5e801475cbb67f189efa20"}, {file = "opentelemetry_util_http-0.51b0.tar.gz", hash = "sha256:05edd19ca1cc3be3968b1e502fd94816901a365adbeaab6b6ddb974384d3a0b9"}, @@ -4971,6 +5269,7 @@ version = "3.11.1" description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "orjson-3.11.1-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:92d771c492b64119456afb50f2dff3e03a2db8b5af0eba32c5932d306f970532"}, {file = "orjson-3.11.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0085ef83a4141c2ed23bfec5fecbfdb1e95dd42fc8e8c76057bdeeec1608ea65"}, @@ -5063,6 +5362,7 @@ version = "24.2" description = "Core utilities for Python packages" optional = false python-versions = ">=3.8" +groups = ["main", "dev", "dev,tests"] files = [ {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"}, {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"}, @@ -5074,6 +5374,7 @@ version = "2.2.3" description = "Powerful data structures for data analysis, time series, and statistics" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"}, {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"}, @@ -5121,8 +5422,8 @@ files = [ [package.dependencies] numpy = [ - {version = ">=1.23.2", markers = "python_version == \"3.11\""}, {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, + {version = ">=1.23.2", markers = "python_version == \"3.11\""}, ] python-dateutil = ">=2.8.2" pytz = ">=2020.1" @@ -5159,6 +5460,7 @@ version = "4.0.0" description = "SSH2 protocol library" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "paramiko-4.0.0-py3-none-any.whl", hash = "sha256:0e20e00ac666503bf0b4eda3b6d833465a2b7aff2e2b3d79a8bba5ef144ee3b9"}, {file = "paramiko-4.0.0.tar.gz", hash = "sha256:6a25f07b380cc9c9a88d2b920ad37167ac4667f8d9886ccebd8f90f654b5d69f"}, @@ -5171,7 +5473,7 @@ invoke = ">=2.0" pynacl = ">=1.5" [package.extras] -gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"] +gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""] [[package]] name = "parso" @@ -5179,10 +5481,12 @@ version = "0.8.4" description = "A Python Parser" optional = false python-versions = ">=3.6" +groups = ["main", "dev"] files = [ {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"}, {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"] @@ -5194,6 +5498,7 @@ version = "0.12.1" description = "Utility library for gitignore style pattern matching of file paths." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, @@ -5205,6 +5510,7 @@ version = "3.3.1" description = "pathvalidate is a Python library to sanitize/validate a string such as filenames/file-paths/etc." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pathvalidate-3.3.1-py3-none-any.whl", hash = "sha256:5263baab691f8e1af96092fa5137ee17df5bdfbd6cff1fcac4d6ef4bc2e1735f"}, {file = "pathvalidate-3.3.1.tar.gz", hash = "sha256:b18c07212bfead624345bb8e1d6141cdcf15a39736994ea0b94035ad2b1ba177"}, @@ -5221,6 +5527,7 @@ version = "20250506" description = "PDF parser and analyzer" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pdfminer_six-20250506-py3-none-any.whl", hash = "sha256:d81ad173f62e5f841b53a8ba63af1a4a355933cfc0ffabd608e568b9193909e3"}, {file = "pdfminer_six-20250506.tar.gz", hash = "sha256:b03cc8df09cf3c7aba8246deae52e0bca7ebb112a38895b5e1d4f5dd2b8ca2e7"}, @@ -5231,7 +5538,7 @@ charset-normalizer = ">=2.0.0" cryptography = ">=36.0.0" [package.extras] -dev = ["atheris", "black", "mypy (==0.931)", "nox", "pytest"] +dev = ["atheris ; python_version < \"3.12\"", "black", "mypy (==0.931)", "nox", "pytest"] docs = ["sphinx", "sphinx-argparse"] image = ["Pillow"] @@ -5241,10 +5548,12 @@ version = "4.9.0" description = "Pexpect allows easy control of interactive console applications." optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"}, {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\"", dev = "sys_platform != \"win32\" and sys_platform != \"emscripten\" or extra == \"dev\" or extra == \"all\""} [package.dependencies] ptyprocess = ">=0.5" @@ -5255,6 +5564,8 @@ version = "1.31.4" description = "PostgreSQL interface library" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "pg8000-1.31.4-py3-none-any.whl", hash = "sha256:d14fb2054642ee80f9a216721892e99e19db60a005358460ffa48872351423d4"}, {file = "pg8000-1.31.4.tar.gz", hash = "sha256:e7ecce4339891f27b0b22e2f79eb9efe44118bd384207359fc18350f788ace00"}, @@ -5270,6 +5581,8 @@ version = "0.2.5" description = "pgvector support for Python" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"postgres\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "pgvector-0.2.5-py2.py3-none-any.whl", hash = "sha256:5e5e93ec4d3c45ab1fa388729d56c602f6966296e19deee8878928c6d567e41b"}, ] @@ -5283,6 +5596,7 @@ version = "10.4.0" description = "Python Imaging Library (Fork)" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pillow-10.4.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:4d9667937cfa347525b319ae34375c37b9ee6b525440f3ef48542fcf66f2731e"}, {file = "pillow-10.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:543f3dc61c18dafb755773efc89aae60d06b6596a63914107f75459cf984164d"}, @@ -5371,7 +5685,7 @@ docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline fpx = ["olefile"] mic = ["olefile"] tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"] -typing = ["typing-extensions"] +typing = ["typing-extensions ; python_version < \"3.10\""] xmp = ["defusedxml"] [[package]] @@ -5380,6 +5694,8 @@ version = "7.3.0" description = "Pinecone client and SDK" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] +markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "pinecone-7.3.0-py3-none-any.whl", hash = "sha256:315b8fef20320bef723ecbb695dec0aafa75d8434d86e01e5a0e85933e1009a8"}, {file = "pinecone-7.3.0.tar.gz", hash = "sha256:307edc155621d487c20dc71b76c3ad5d6f799569ba42064190d03917954f9a7b"}, @@ -5394,13 +5710,13 @@ pinecone-plugin-interface = ">=0.0.7,<0.0.8" python-dateutil = ">=2.5.3" typing-extensions = ">=3.7.4" urllib3 = [ - {version = ">=1.26.0", markers = "python_version >= \"3.8\" and python_version < \"3.12\""}, {version = ">=1.26.5", markers = "python_version >= \"3.12\" and python_version < \"4.0\""}, + {version = ">=1.26.0", markers = "python_version >= \"3.8\" and python_version < \"3.12\""}, ] [package.extras] asyncio = ["aiohttp (>=3.9.0)", "aiohttp-retry (>=2.9.1,<3.0.0)"] -grpc = ["googleapis-common-protos (>=1.66.0)", "grpcio (>=1.44.0)", "grpcio (>=1.59.0)", "grpcio (>=1.68.0)", "lz4 (>=3.1.3)", "protobuf (>=5.29,<6.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"] +grpc = ["googleapis-common-protos (>=1.66.0)", "grpcio (>=1.44.0) ; python_version >= \"3.8\" and python_version < \"3.11\"", "grpcio (>=1.59.0) ; python_version >= \"3.11\" and python_version < \"4.0\"", "grpcio (>=1.68.0) ; python_version >= \"3.13\" and python_version < \"4.0\"", "lz4 (>=3.1.3)", "protobuf (>=5.29,<6.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"] [[package]] name = "pinecone-plugin-assistant" @@ -5408,6 +5724,8 @@ version = "1.7.0" description = "Assistant plugin for Pinecone SDK" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] +markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "pinecone_plugin_assistant-1.7.0-py3-none-any.whl", hash = "sha256:864cb8e7930588e6c2da97c6d44f0240969195f43fa303c5db76cbc12bf903a5"}, {file = "pinecone_plugin_assistant-1.7.0.tar.gz", hash = "sha256:e26e3ba10a8b71c3da0d777cff407668022e82963c4913d0ffeb6c552721e482"}, @@ -5423,6 +5741,8 @@ version = "0.0.7" description = "Plugin interface for the Pinecone python client" optional = true python-versions = "<4.0,>=3.8" +groups = ["main"] +markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "pinecone_plugin_interface-0.0.7-py3-none-any.whl", hash = "sha256:875857ad9c9fc8bbc074dbe780d187a2afd21f5bfe0f3b08601924a61ef1bba8"}, {file = "pinecone_plugin_interface-0.0.7.tar.gz", hash = "sha256:b8e6675e41847333aa13923cc44daa3f85676d7157324682dc1640588a982846"}, @@ -5434,6 +5754,7 @@ version = "4.3.8" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"}, {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"}, @@ -5450,10 +5771,12 @@ version = "1.6.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.9" +groups = ["main", "dev", "dev,tests"] files = [ {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"}, {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] dev = ["pre-commit", "tox"] @@ -5465,6 +5788,8 @@ version = "3.8.0" description = "A framework for managing and maintaining multi-language pre-commit hooks." optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "pre_commit-3.8.0-py2.py3-none-any.whl", hash = "sha256:9a90a53bf82fdd8778d58085faf8d83df56e40dfe18f45b19446e26bf1b3a63f"}, {file = "pre_commit-3.8.0.tar.gz", hash = "sha256:8bb6494d4a20423842e198980c9ecf9f96607a07ea29549e180eef9ae80fe7af"}, @@ -5483,6 +5808,7 @@ version = "3.16.0" description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "prettytable-3.16.0-py3-none-any.whl", hash = "sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa"}, {file = "prettytable-3.16.0.tar.gz", hash = "sha256:3c64b31719d961bf69c9a7e03d0c1e477320906a98da63952bc6698d6164ff57"}, @@ -5500,6 +5826,7 @@ version = "3.0.51" description = "Library for building powerful interactive command lines in Python" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "prompt_toolkit-3.0.51-py3-none-any.whl", hash = "sha256:52742911fde84e2d423e2f9a4cf1de7d7ac4e51958f648d9540e0fb8db077b07"}, {file = "prompt_toolkit-3.0.51.tar.gz", hash = "sha256:931a162e3b27fc90c86f1b48bb1fb2c528c2761475e57c9c06de13311c7b54ed"}, @@ -5514,6 +5841,7 @@ version = "0.3.2" description = "Accelerated property cache" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"}, {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"}, @@ -5621,6 +5949,8 @@ version = "1.26.1" description = "Beautiful, Pythonic protocol buffers" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"}, {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"}, @@ -5638,6 +5968,7 @@ version = "5.29.5" description = "" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "protobuf-5.29.5-cp310-abi3-win32.whl", hash = "sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079"}, {file = "protobuf-5.29.5-cp310-abi3-win_amd64.whl", hash = "sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc"}, @@ -5658,6 +5989,7 @@ version = "7.0.0" description = "Cross-platform lib for process and system monitoring in Python. NOTE: the syntax of this script MUST be kept compatible with Python 2.7." optional = false python-versions = ">=3.6" +groups = ["main", "dev"] files = [ {file = "psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25"}, {file = "psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da"}, @@ -5670,6 +6002,7 @@ files = [ {file = "psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553"}, {file = "psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456"}, ] +markers = {main = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\""} [package.extras] dev = ["abi3audit", "black (==24.10.0)", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest", "pytest-cov", "pytest-xdist", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel"] @@ -5681,6 +6014,8 @@ version = "2.9.10" description = "psycopg2 - Python-PostgreSQL Database Adapter" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "psycopg2-2.9.10-cp310-cp310-win32.whl", hash = "sha256:5df2b672140f95adb453af93a7d669d7a7bf0a56bcd26f1502329166f4a61716"}, {file = "psycopg2-2.9.10-cp310-cp310-win_amd64.whl", hash = "sha256:c6f7b8561225f9e711a9c47087388a97fdc948211c10a4bccbf0ba68ab7b3b5a"}, @@ -5688,6 +6023,7 @@ files = [ {file = "psycopg2-2.9.10-cp311-cp311-win_amd64.whl", hash = "sha256:0435034157049f6846e95103bd8f5a668788dd913a7c30162ca9503fdf542cb4"}, {file = "psycopg2-2.9.10-cp312-cp312-win32.whl", hash = "sha256:65a63d7ab0e067e2cdb3cf266de39663203d38d6a8ed97f5ca0cb315c73fe067"}, {file = "psycopg2-2.9.10-cp312-cp312-win_amd64.whl", hash = "sha256:4a579d6243da40a7b3182e0430493dbd55950c493d8c68f4eec0b302f6bbf20e"}, + {file = "psycopg2-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:91fd603a2155da8d0cfcdbf8ab24a2d54bca72795b90d2a3ed2b6da8d979dee2"}, {file = "psycopg2-2.9.10-cp39-cp39-win32.whl", hash = "sha256:9d5b3b94b79a844a986d029eee38998232451119ad653aea42bb9220a8c5066b"}, {file = "psycopg2-2.9.10-cp39-cp39-win_amd64.whl", hash = "sha256:88138c8dedcbfa96408023ea2b0c369eda40fe5d75002c0964c78f46f11fa442"}, {file = "psycopg2-2.9.10.tar.gz", hash = "sha256:12ec0b40b0273f95296233e8750441339298e6a572f7039da5b260e3c8b60e11"}, @@ -5699,6 +6035,8 @@ version = "2.9.10" description = "psycopg2 - Python-PostgreSQL Database Adapter" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "psycopg2-binary-2.9.10.tar.gz", hash = "sha256:4b3df0e6990aa98acda57d983942eff13d824135fe2250e6522edaa782a06de2"}, {file = 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"0.2.3" description = "Safely evaluate AST nodes without side effects" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0"}, {file = "pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] tests = ["pytest"] @@ -5800,6 +6143,8 @@ version = "0.6.1" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"google\" or extra == \"experimental\" or extra == \"all\"" files = [ {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"}, {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"}, @@ -5811,6 +6156,8 @@ version = "0.4.2" description = "A collection of ASN.1-based protocols modules" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"google\" or extra == \"experimental\" or extra == \"all\"" files = [ {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"}, {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"}, @@ -5825,6 +6172,8 @@ version = "1.4.2" description = "Fast Base64 encoding/decoding" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"all\"" files = [ {file = "pybase64-1.4.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:82b4593b480773b17698fef33c68bae0e1c474ba07663fad74249370c46b46c9"}, {file = "pybase64-1.4.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a126f29d29cb4a498db179135dbf955442a0de5b00f374523f5dcceb9074ff58"}, @@ -6042,10 +6391,12 @@ version = "2.22" description = "C parser in Python" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"}, {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"}, ] +markers = {dev = "implementation_name == \"pypy\""} [[package]] name = "pydantic" @@ -6053,6 +6404,7 @@ version = "2.11.7" description = "Data validation using Python type hints" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"}, {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"}, @@ -6067,7 +6419,7 @@ typing-inspection = ">=0.4.0" [package.extras] email = ["email-validator (>=2.0.0)"] -timezone = ["tzdata"] +timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""] [[package]] name = "pydantic-core" @@ -6075,6 +6427,7 @@ version = "2.33.2" description = "Core functionality for Pydantic validation and serialization" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"}, {file = "pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d"}, @@ -6186,6 +6539,7 @@ version = "2.10.1" description = "Settings management using Pydantic" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796"}, {file = "pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee"}, @@ -6209,6 +6563,8 @@ version = "3.4.0" description = "passive checker of Python programs" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"}, {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"}, @@ -6220,6 +6576,7 @@ version = "2.19.2" description = "Pygments is a syntax highlighting package written in Python." optional = false python-versions = ">=3.8" +groups = ["main", "dev", "dev,tests"] files = [ {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"}, {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"}, @@ -6234,6 +6591,7 @@ version = "3.8.0" description = "🐫 Convert strings (and dictionary keys) between snake case, camel case and pascal case in Python. Inspired by Humps for Node" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pyhumps-3.8.0-py3-none-any.whl", hash = "sha256:060e1954d9069f428232a1adda165db0b9d8dfdce1d265d36df7fbff540acfd6"}, {file = "pyhumps-3.8.0.tar.gz", hash = "sha256:498026258f7ee1a8e447c2e28526c0bea9407f9a59c03260aee4bd6c04d681a3"}, @@ -6245,6 +6603,7 @@ version = "1.5.0" description = "Python binding to the Networking and Cryptography (NaCl) library" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"}, {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"}, @@ -6271,6 +6630,7 @@ version = "3.2.3" description = "pyparsing module - Classes and methods to define and execute parsing grammars" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pyparsing-3.2.3-py3-none-any.whl", hash = "sha256:a749938e02d6fd0b59b356ca504a24982314bb090c383e3cf201c95ef7e2bfcf"}, {file = "pyparsing-3.2.3.tar.gz", hash = "sha256:b9c13f1ab8b3b542f72e28f634bad4de758ab3ce4546e4301970ad6fa77c38be"}, @@ -6285,6 +6645,7 @@ version = "5.9.0" description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pypdf-5.9.0-py3-none-any.whl", hash = "sha256:be10a4c54202f46d9daceaa8788be07aa8cd5ea8c25c529c50dd509206382c35"}, {file = "pypdf-5.9.0.tar.gz", hash = "sha256:30f67a614d558e495e1fbb157ba58c1de91ffc1718f5e0dfeb82a029233890a1"}, @@ -6304,6 +6665,7 @@ version = "1.9.0" description = "A cross-platform clipboard module for Python. (Only handles plain text for now.)" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pyperclip-1.9.0.tar.gz", hash = "sha256:b7de0142ddc81bfc5c7507eea19da920b92252b548b96186caf94a5e2527d310"}, ] @@ -6314,6 +6676,8 @@ version = "3.5.4" description = "A python implementation of GNU readline." optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"}, {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"}, @@ -6328,6 +6692,8 @@ version = "1.1.403" description = "Command line wrapper for pyright" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "pyright-1.1.403-py3-none-any.whl", hash = "sha256:c0eeca5aa76cbef3fcc271259bbd785753c7ad7bcac99a9162b4c4c7daed23b3"}, {file = "pyright-1.1.403.tar.gz", hash = "sha256:3ab69b9f41c67fb5bbb4d7a36243256f0d549ed3608678d381d5f51863921104"}, @@ -6348,6 +6714,7 @@ version = "1.0.8" description = "Pusher websocket client for python, based on Erik Kulyk's PythonPusherClient" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "Pysher-1.0.8.tar.gz", hash = "sha256:7849c56032b208e49df67d7bd8d49029a69042ab0bb45b2ed59fa08f11ac5988"}, ] @@ -6362,10 +6729,12 @@ version = "8.4.1" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.9" +groups = ["main", "dev", "dev,tests"] files = [ {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"}, {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""} @@ -6383,6 +6752,8 @@ version = "0.24.0" description = "Pytest support for asyncio" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "pytest_asyncio-0.24.0-py3-none-any.whl", hash = "sha256:a811296ed596b69bf0b6f3dc40f83bcaf341b155a269052d82efa2b25ac7037b"}, {file = "pytest_asyncio-0.24.0.tar.gz", hash = "sha256:d081d828e576d85f875399194281e92bf8a68d60d72d1a2faf2feddb6c46b276"}, @@ -6401,6 +6772,7 @@ version = "1.5.0" description = "A pytest plugin to report test results as JSON files" optional = false python-versions = "*" +groups = ["dev,tests"] files = [ {file = "pytest-json-report-1.5.0.tar.gz", hash = "sha256:2dde3c647851a19b5f3700729e8310a6e66efb2077d674f27ddea3d34dc615de"}, {file = "pytest_json_report-1.5.0-py3-none-any.whl", hash = "sha256:9897b68c910b12a2e48dd849f9a284b2c79a732a8a9cb398452ddd23d3c8c325"}, @@ -6416,6 +6788,7 @@ version = "3.1.1" description = "pytest plugin for test session metadata" optional = false python-versions = ">=3.8" +groups = ["dev,tests"] files = [ {file = "pytest_metadata-3.1.1-py3-none-any.whl", hash = "sha256:c8e0844db684ee1c798cfa38908d20d67d0463ecb6137c72e91f418558dd5f4b"}, {file = "pytest_metadata-3.1.1.tar.gz", hash = "sha256:d2a29b0355fbc03f168aa96d41ff88b1a3b44a3b02acbe491801c98a048017c8"}, @@ -6433,6 +6806,7 @@ version = "3.14.1" description = "Thin-wrapper around the mock package for easier use with pytest" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pytest_mock-3.14.1-py3-none-any.whl", hash = "sha256:178aefcd11307d874b4cd3100344e7e2d888d9791a6a1d9bfe90fbc1b74fd1d0"}, {file = "pytest_mock-3.14.1.tar.gz", hash = "sha256:159e9edac4c451ce77a5cdb9fc5d1100708d2dd4ba3c3df572f14097351af80e"}, @@ -6450,6 +6824,8 @@ version = "1.3.0" description = "pytest plugin to run your tests in a specific order" optional = true python-versions = ">=3.7" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "pytest_order-1.3.0-py3-none-any.whl", hash = "sha256:2cd562a21380345dd8d5774aa5fd38b7849b6ee7397ca5f6999bbe6e89f07f6e"}, {file = "pytest_order-1.3.0.tar.gz", hash = "sha256:51608fec3d3ee9c0adaea94daa124a5c4c1d2bb99b00269f098f414307f23dde"}, @@ -6464,6 +6840,7 @@ version = "7.3.2" description = "Advanced Python dictionaries with dot notation access" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "python_box-7.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d136163294fd61a1554db7dd203f2e3035064798d30c17d67d948f0de5c572de"}, {file = "python_box-7.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47d72e96547d8e2c2c333909826e9fae338d9a7e4cde07d5c6058cdd468432c0"}, @@ -6490,7 +6867,7 @@ msgpack = ["msgpack"] pyyaml = ["PyYAML"] ruamel-yaml = ["ruamel.yaml (>=0.17)"] toml = ["toml"] -tomli = ["tomli", "tomli-w"] +tomli = ["tomli ; python_version < \"3.11\"", "tomli-w"] yaml = ["ruamel.yaml (>=0.17)"] [[package]] @@ -6499,6 +6876,7 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -6513,6 +6891,7 @@ version = "1.1.1" description = "Read key-value pairs from a .env file and set them as environment variables" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "python_dotenv-1.1.1-py3-none-any.whl", hash = "sha256:31f23644fe2602f88ff55e1f5c79ba497e01224ee7737937930c448e4d0e24dc"}, {file = "python_dotenv-1.1.1.tar.gz", hash = "sha256:a8a6399716257f45be6a007360200409fce5cda2661e3dec71d23dc15f6189ab"}, @@ -6527,6 +6906,8 @@ version = "4.12.2" description = "Engine.IO server and client for Python" optional = true python-versions = ">=3.6" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "python_engineio-4.12.2-py3-none-any.whl", hash = "sha256:8218ab66950e179dfec4b4bbb30aecf3f5d86f5e58e6fc1aa7fde2c698b2804f"}, {file = "python_engineio-4.12.2.tar.gz", hash = "sha256:e7e712ffe1be1f6a05ee5f951e72d434854a32fcfc7f6e4d9d3cae24ec70defa"}, @@ -6546,6 +6927,7 @@ version = "0.0.19" description = "A streaming multipart parser for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "python_multipart-0.0.19-py3-none-any.whl", hash = "sha256:f8d5b0b9c618575bf9df01c684ded1d94a338839bdd8223838afacfb4bb2082d"}, {file = "python_multipart-0.0.19.tar.gz", hash = "sha256:905502ef39050557b7a6af411f454bc19526529ca46ae6831508438890ce12cc"}, @@ -6557,6 +6939,7 @@ version = "1.0.2" description = "Create, read, and update PowerPoint 2007+ (.pptx) files." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "python_pptx-1.0.2-py3-none-any.whl", hash = "sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba"}, {file = "python_pptx-1.0.2.tar.gz", hash = "sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095"}, @@ -6574,6 +6957,8 @@ version = "5.13.0" description = "Socket.IO server and client for Python" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "python_socketio-5.13.0-py3-none-any.whl", hash = "sha256:51f68d6499f2df8524668c24bcec13ba1414117cfb3a90115c559b601ab10caf"}, {file = "python_socketio-5.13.0.tar.gz", hash = "sha256:ac4e19a0302ae812e23b712ec8b6427ca0521f7c582d6abb096e36e24a263029"}, @@ -6596,6 +6981,7 @@ version = "2023.4" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pytz-2023.4-py2.py3-none-any.whl", hash = "sha256:f90ef520d95e7c46951105338d918664ebfd6f1d995bd7d153127ce90efafa6a"}, {file = "pytz-2023.4.tar.gz", hash = "sha256:31d4583c4ed539cd037956140d695e42c033a19e984bfce9964a3f7d59bc2b40"}, @@ -6607,6 +6993,7 @@ version = "311" description = "Python for Window Extensions" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"}, {file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"}, @@ -6629,6 +7016,7 @@ files = [ {file = "pywin32-311-cp39-cp39-win_amd64.whl", hash = "sha256:e0c4cfb0621281fe40387df582097fd796e80430597cb9944f0ae70447bacd91"}, {file = "pywin32-311-cp39-cp39-win_arm64.whl", hash = "sha256:62ea666235135fee79bb154e695f3ff67370afefd71bd7fea7512fc70ef31e3d"}, ] +markers = {main = "sys_platform == \"win32\" and (extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\" or extra == \"dev\")", dev = "platform_python_implementation != \"PyPy\" and sys_platform == \"win32\""} [[package]] name = "pyyaml" @@ -6636,6 +7024,7 @@ version = "6.0.2" description = "YAML parser and emitter for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"}, {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"}, @@ -6698,6 +7087,7 @@ version = "27.0.1" description = "Python bindings for 0MQ" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "pyzmq-27.0.1-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:90a4da42aa322de8a3522461e3b5fe999935763b27f69a02fced40f4e3cf9682"}, {file = "pyzmq-27.0.1-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:e648dca28178fc879c814cf285048dd22fd1f03e1104101106505ec0eea50a4d"}, @@ -6792,6 +7182,7 @@ files = [ {file = "pyzmq-27.0.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:70b719a130b81dd130a57ac0ff636dc2c0127c5b35ca5467d1b67057e3c7a4d2"}, {file = "pyzmq-27.0.1.tar.gz", hash = "sha256:45c549204bc20e7484ffd2555f6cf02e572440ecf2f3bdd60d4404b20fddf64b"}, ] +markers = {main = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\""} [package.dependencies] cffi = {version = "*", markers = "implementation_name == \"pypy\""} @@ -6802,6 +7193,7 @@ version = "2.1.0" description = "Python library to build pretty command line user prompts ⭐️" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "questionary-2.1.0-py3-none-any.whl", hash = "sha256:44174d237b68bc828e4878c763a9ad6790ee61990e0ae72927694ead57bab8ec"}, {file = "questionary-2.1.0.tar.gz", hash = "sha256:6302cdd645b19667d8f6e6634774e9538bfcd1aad9be287e743d96cacaf95587"}, @@ -6816,6 +7208,8 @@ version = "6.3.0" description = "Python client for Redis database and key-value store" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"redis\" or extra == \"all\"" files = [ {file = "redis-6.3.0-py3-none-any.whl", hash = "sha256:92f079d656ded871535e099080f70fab8e75273c0236797126ac60242d638e9b"}, {file = "redis-6.3.0.tar.gz", hash = "sha256:3000dbe532babfb0999cdab7b3e5744bcb23e51923febcfaeb52c8cfb29632ef"}, @@ -6835,6 +7229,7 @@ version = "0.36.2" description = "JSON Referencing + Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"}, {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"}, @@ -6851,6 +7246,7 @@ version = "2025.7.34" description = "Alternative regular expression module, to replace re." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "regex-2025.7.34-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d856164d25e2b3b07b779bfed813eb4b6b6ce73c2fd818d46f47c1eb5cd79bd6"}, {file = "regex-2025.7.34-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2d15a9da5fad793e35fb7be74eec450d968e05d2e294f3e0e77ab03fa7234a83"}, @@ -6947,6 +7343,7 @@ version = "2.32.4" description = "Python HTTP for Humans." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"}, {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"}, @@ -6968,6 +7365,8 @@ version = "1.0.0" description = "A utility belt for advanced users of python-requests" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"}, {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"}, @@ -6982,6 +7381,7 @@ version = "13.9.4" description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"}, {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"}, @@ -7000,6 +7400,7 @@ version = "0.26.0" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "rpds_py-0.26.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:4c70c70f9169692b36307a95f3d8c0a9fcd79f7b4a383aad5eaa0e9718b79b37"}, {file = "rpds_py-0.26.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:777c62479d12395bfb932944e61e915741e364c843afc3196b694db3d669fcd0"}, @@ -7153,6 +7554,8 @@ version = "4.9.1" description = "Pure-Python RSA implementation" optional = true python-versions = "<4,>=3.6" +groups = ["main"] +markers = "extra == \"google\" or extra == \"experimental\" or extra == \"all\"" files = [ {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"}, {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"}, @@ -7167,6 +7570,8 @@ version = "0.11.3" description = "An Amazon S3 Transfer Manager" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"bedrock\"" files = [ {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"}, {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"}, @@ -7184,6 +7589,8 @@ version = "1.4.6" description = "An implementation of the SCRAM protocol." optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "scramp-1.4.6-py3-none-any.whl", hash = "sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1"}, {file = "scramp-1.4.6.tar.gz", hash = "sha256:fe055ebbebf4397b9cb323fcc4b299f219cd1b03fd673ca40c97db04ac7d107e"}, @@ -7198,6 +7605,7 @@ version = "3.0.4" description = "Python helper for Semantic Versioning (https://semver.org)" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "semver-3.0.4-py3-none-any.whl", hash = "sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746"}, {file = "semver-3.0.4.tar.gz", hash = "sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602"}, @@ -7209,6 +7617,7 @@ version = "2.19.1" description = "Python client for Sentry (https://sentry.io)" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "sentry_sdk-2.19.1-py2.py3-none-any.whl", hash = "sha256:b056e04b766f805fdf0aa620482cafe2ff000c8fcb51cb266cdb90873e93837b"}, {file = "sentry_sdk-2.19.1.tar.gz", hash = "sha256:6ad8507457a379b72f832aca55787b21e7391751892faef1fd8bace350aa5e17"}, @@ -7264,6 +7673,7 @@ version = "70.3.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "setuptools-70.3.0-py3-none-any.whl", hash = "sha256:fe384da74336c398e0d956d1cae0669bc02eed936cdb1d49b57de1990dc11ffc"}, {file = "setuptools-70.3.0.tar.gz", hash = "sha256:f171bab1dfbc86b132997f26a119f6056a57950d058587841a0082e8830f9dc5"}, @@ -7271,7 +7681,7 @@ files = [ [package.extras] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"] -test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", 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description = "Tool to Detect Surrounding Shell" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"}, {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, @@ -7290,6 +7701,8 @@ version = "4.0.1" description = "Utilities for working with inspect.Signature objects." optional = true python-versions = ">=3.6" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "sigtools-4.0.1-py2.py3-none-any.whl", hash = "sha256:d216b4cf920bbab0fce636ddc429ed8463a5b533d9e1492acb45a2a1bc36ac6c"}, {file = "sigtools-4.0.1.tar.gz", hash = "sha256:4b8e135a9cd4d2ea00da670c093372d74e672ba3abb87f4c98d8e73dea54445c"}, @@ -7308,6 +7721,8 @@ version = "1.1.0" description = "Simple WebSocket server and client for Python" optional = true python-versions = ">=3.6" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "simple_websocket-1.1.0-py3-none-any.whl", hash = "sha256:4af6069630a38ed6c561010f0e11a5bc0d4ca569b36306eb257cd9a192497c8c"}, {file = "simple_websocket-1.1.0.tar.gz", hash = "sha256:7939234e7aa067c534abdab3a9ed933ec9ce4691b0713c78acb195560aa52ae4"}, @@ -7326,6 +7741,7 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -7337,6 +7753,7 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = 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"python-dateutil (>=2.6)", "pytz (>=2014.2)"] timezone = ["python-dateutil"] url = ["furl (>=0.4.1)"] @@ -7499,6 +7920,7 @@ version = "0.1.7a2" description = "" optional = false python-versions = "*" +groups = ["main", "desktop", "sqlite"] files = [ {file = "sqlite_vec-0.1.7a2-py3-none-macosx_10_6_x86_64.whl", hash = "sha256:a08dd9396d494ac8970ba519a3931410f08c0c5eeadd0e1a2e02053789f6c877"}, {file = "sqlite_vec-0.1.7a2-py3-none-macosx_11_0_arm64.whl", hash = "sha256:b98d7af645d28c0b5c844bf1d99fe2103fe1320fe2bbf36d0713f0b36764fdcb"}, @@ -7513,6 +7935,7 @@ version = "0.0.16" description = "SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness." optional = false python-versions = ">=3.7,<4.0" +groups = ["main"] files = [ {file = "sqlmodel-0.0.16-py3-none-any.whl", hash = "sha256:b972f5d319580d6c37ecc417881f6ec4d1ad3ed3583d0ac0ed43234a28bf605a"}, {file = "sqlmodel-0.0.16.tar.gz", hash = "sha256:966656f18a8e9a2d159eb215b07fb0cf5222acfae3362707ca611848a8a06bd1"}, @@ -7528,6 +7951,7 @@ version = "3.0.2" description = "SSE plugin for Starlette" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "sse_starlette-3.0.2-py3-none-any.whl", hash = "sha256:16b7cbfddbcd4eaca11f7b586f3b8a080f1afe952c15813455b162edea619e5a"}, {file = "sse_starlette-3.0.2.tar.gz", hash = "sha256:ccd60b5765ebb3584d0de2d7a6e4f745672581de4f5005ab31c3a25d10b52b3a"}, @@ -7548,10 +7972,12 @@ version = "0.6.3" description = "Extract data from python stack frames and tracebacks for informative displays" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"}, {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.dependencies] asttokens = ">=2.1.0" @@ -7567,6 +7993,7 @@ version = "0.46.2" description = "The little ASGI library that shines." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "starlette-0.46.2-py3-none-any.whl", hash = "sha256:595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35"}, {file = "starlette-0.46.2.tar.gz", hash = "sha256:7f7361f34eed179294600af672f565727419830b54b7b084efe44bb82d2fccd5"}, @@ -7584,6 +8011,7 @@ version = "0.0.26" description = "A simple library to convert rtf to text" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "striprtf-0.0.26-py3-none-any.whl", hash = "sha256:8c8f9d32083cdc2e8bfb149455aa1cc5a4e0a035893bedc75db8b73becb3a1bb"}, {file = "striprtf-0.0.26.tar.gz", hash = "sha256:fdb2bba7ac440072d1c41eab50d8d74ae88f60a8b6575c6e2c7805dc462093aa"}, @@ -7595,6 +8023,7 @@ version = "25.4.0" description = "Structured Logging for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "structlog-25.4.0-py3-none-any.whl", hash = "sha256:fe809ff5c27e557d14e613f45ca441aabda051d119ee5a0102aaba6ce40eed2c"}, {file = "structlog-25.4.0.tar.gz", hash = "sha256:186cd1b0a8ae762e29417095664adf1d6a31702160a46dacb7796ea82f7409e4"}, @@ -7606,6 +8035,7 @@ version = "1.14.0" description = "Computer algebra system (CAS) in Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5"}, {file = "sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517"}, @@ -7623,6 +8053,8 @@ version = "0.10.2" description = "Export blocking and async library versions from a single async implementation" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "synchronicity-0.10.2-py3-none-any.whl", hash = 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"sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"}, @@ -7669,6 +8103,7 @@ version = "0.10.0" description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "tiktoken-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:1db7a65b196d757d18ef53193957d44549b88f373d4b87db532f04d18193b847"}, {file = "tiktoken-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f55701461267d025597ebb2290d612fe9c5c5fbb625ebf7495c9f0f8e4c30f01"}, @@ -7716,6 +8151,8 @@ version = "6.2.0" description = "A wrapper around the stdlib `tokenize` which roundtrips." optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "tokenize_rt-6.2.0-py2.py3-none-any.whl", hash = "sha256:a152bf4f249c847a66497a4a95f63376ed68ac6abf092a2f7cfb29d044ecff44"}, {file = "tokenize_rt-6.2.0.tar.gz", hash = "sha256:8439c042b330c553fdbe1758e4a05c0ed460dbbbb24a606f11f0dee75da4cad6"}, @@ -7727,6 +8164,8 @@ version = "0.10.2" description = "Python Library for Tom's Obvious, Minimal Language" optional = true python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"}, {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"}, @@ -7738,6 +8177,7 @@ version = "6.5.1" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "tornado-6.5.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:d50065ba7fd11d3bd41bcad0825227cc9a95154bad83239357094c36708001f7"}, {file = "tornado-6.5.1-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:9e9ca370f717997cb85606d074b0e5b247282cf5e2e1611568b8821afe0342d6"}, @@ -7759,6 +8199,7 @@ version = "4.67.1" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"}, {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"}, @@ -7780,10 +8221,12 @@ version = "5.14.3" description = "Traitlets Python configuration system" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"}, {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"}, ] +markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"] @@ -7795,6 +8238,8 @@ version = "0.5.17" description = "The official Python library for the turbopuffer API" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"all\"" files = [ {file = "turbopuffer-0.5.17-py3-none-any.whl", hash = "sha256:156376efe0379d53d5c72bed1d1bf191a55deb214b12a11551018debb4284ec4"}, {file = "turbopuffer-0.5.17.tar.gz", hash = "sha256:62a9ad9f6d251816ca19920b8a5a2756b81c351801163b868a54c3e16ae9cd28"}, @@ -7821,6 +8266,7 @@ version = "0.15.4" description = "Typer, build great CLIs. Easy to code. Based on Python type hints." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "typer-0.15.4-py3-none-any.whl", hash = "sha256:eb0651654dcdea706780c466cf06d8f174405a659ffff8f163cfbfee98c0e173"}, {file = "typer-0.15.4.tar.gz", hash = "sha256:89507b104f9b6a0730354f27c39fae5b63ccd0c95b1ce1f1a6ba0cfd329997c3"}, @@ -7838,6 +8284,8 @@ version = "2021.10.8.3" description = "Typing stubs for certifi" optional = true python-versions = "*" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "types-certifi-2021.10.8.3.tar.gz", hash = "sha256:72cf7798d165bc0b76e1c10dd1ea3097c7063c42c21d664523b928e88b554a4f"}, {file = "types_certifi-2021.10.8.3-py3-none-any.whl", hash = "sha256:b2d1e325e69f71f7c78e5943d410e650b4707bb0ef32e4ddf3da37f54176e88a"}, @@ -7849,6 +8297,8 @@ version = "0.10.8.20240310" description = "Typing stubs for toml" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "types-toml-0.10.8.20240310.tar.gz", hash = "sha256:3d41501302972436a6b8b239c850b26689657e25281b48ff0ec06345b8830331"}, {file = "types_toml-0.10.8.20240310-py3-none-any.whl", hash = "sha256:627b47775d25fa29977d9c70dc0cbab3f314f32c8d8d0c012f2ef5de7aaec05d"}, @@ -7860,10 +8310,12 @@ version = "4.14.1" description = "Backported and Experimental Type Hints for Python 3.9+" optional = false python-versions = ">=3.9" +groups = ["main", "dev", "sqlite"] files = [ {file = "typing_extensions-4.14.1-py3-none-any.whl", hash = "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"}, {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"}, ] +markers = {dev = "python_version == \"3.11\""} [[package]] name = "typing-inspect" @@ -7871,6 +8323,7 @@ version = "0.9.0" description = "Runtime inspection utilities for typing module." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"}, {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"}, @@ -7886,6 +8339,7 @@ version = "0.4.1" description = "Runtime typing introspection tools" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"}, {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"}, @@ -7900,6 +8354,7 @@ version = "2025.2" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" +groups = ["main"] files = [ {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"}, {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"}, @@ -7911,6 +8366,7 @@ version = "5.3.1" description = "tzinfo object for the local timezone" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d"}, {file = "tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd"}, @@ -7928,6 +8384,8 @@ version = "4.2.0" description = "Implementation of RFC 6570 URI Templates" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\"" files = [ {file = "uritemplate-4.2.0-py3-none-any.whl", hash = "sha256:962201ba1c4edcab02e60f9a0d3821e82dfc5d2d6662a21abd533879bdb8a686"}, {file = "uritemplate-4.2.0.tar.gz", hash = "sha256:480c2ed180878955863323eea31b0ede668795de182617fef9c6ca09e6ec9d0e"}, @@ -7939,13 +8397,14 @@ version = "2.5.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"}, {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"}, ] [package.extras] -brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] +brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -7956,6 +8415,7 @@ version = "0.24.0.post1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "uvicorn-0.24.0.post1-py3-none-any.whl", hash = "sha256:7c84fea70c619d4a710153482c0d230929af7bcf76c7bfa6de151f0a3a80121e"}, {file = "uvicorn-0.24.0.post1.tar.gz", hash = "sha256:09c8e5a79dc466bdf28dead50093957db184de356fcdc48697bad3bde4c2588e"}, @@ -7966,7 +8426,7 @@ click = ">=7.0" h11 = ">=0.8" [package.extras] -standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"] +standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] [[package]] name = "uvloop" @@ -7974,6 +8434,8 @@ version = "0.21.0" description = "Fast implementation of asyncio event loop on top of libuv" optional = true python-versions = ">=3.8.0" +groups = ["main"] +markers = "(extra == \"experimental\" or extra == \"all\") and sys_platform != \"win32\"" files = [ {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"}, {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"}, @@ -8025,6 +8487,8 @@ version = "20.33.1" description = "Virtual Python Environment builder" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "virtualenv-20.33.1-py3-none-any.whl", hash = "sha256:07c19bc66c11acab6a5958b815cbcee30891cd1c2ccf53785a28651a0d8d8a67"}, {file = "virtualenv-20.33.1.tar.gz", hash = "sha256:1b44478d9e261b3fb8baa5e74a0ca3bc0e05f21aa36167bf9cbf850e542765b8"}, @@ -8037,7 +8501,7 @@ platformdirs = ">=3.9.1,<5" [package.extras] docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] -test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""] [[package]] name = "watchfiles" @@ -8045,6 +8509,8 @@ version = "1.1.0" description = "Simple, modern and high performance file watching and code reload in python." optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"experimental\" or extra == \"all\" or extra == \"cloud-tool-sandbox\"" files = [ {file = "watchfiles-1.1.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:27f30e14aa1c1e91cb653f03a63445739919aef84c8d2517997a83155e7a2fcc"}, {file = "watchfiles-1.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3366f56c272232860ab45c77c3ca7b74ee819c8e1f6f35a7125556b198bbc6df"}, @@ -8163,6 +8629,7 @@ version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, @@ -8174,6 +8641,7 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -8190,6 +8658,8 @@ version = "15.0.1" description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"google\" or extra == \"external-tools\"" files = [ {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b"}, {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205"}, @@ -8268,6 +8738,8 @@ version = "3.1.3" description = "The comprehensive WSGI web application library." optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"}, {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"}, @@ -8285,6 +8757,8 @@ version = "1.4.0" description = "Wikipedia API for Python" optional = true python-versions = "*" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"tests\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "wikipedia-1.4.0.tar.gz", hash = "sha256:db0fad1829fdd441b1852306e9856398204dc0786d2996dd2e0c8bb8e26133b2"}, ] @@ -8299,6 +8773,7 @@ version = "1.17.2" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"}, {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22"}, @@ -8387,6 +8862,8 @@ version = "1.2.0" description = "WebSockets state-machine based protocol implementation" optional = true python-versions = ">=3.7.0" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"}, {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"}, @@ -8401,6 +8878,7 @@ version = "3.2.5" description = "A Python module for creating Excel XLSX files." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "xlsxwriter-3.2.5-py3-none-any.whl", hash = "sha256:4f4824234e1eaf9d95df9a8fe974585ff91d0f5e3d3f12ace5b71e443c1c6abd"}, {file = "xlsxwriter-3.2.5.tar.gz", hash = "sha256:7e88469d607cdc920151c0ab3ce9cf1a83992d4b7bc730c5ffdd1a12115a7dbe"}, @@ -8412,6 +8890,7 @@ version = "1.20.1" description = "Yet another URL library" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"}, {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"}, @@ -8530,13 +9009,14 @@ version = "3.23.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] @@ -8549,6 +9029,8 @@ version = "5.1" description = "Very basic event publishing system" optional = true python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "zope_event-5.1-py3-none-any.whl", hash = "sha256:53de8f0e9f61dc0598141ac591f49b042b6d74784dab49971b9cc91d0f73a7df"}, {file = "zope_event-5.1.tar.gz", hash = "sha256:a153660e0c228124655748e990396b9d8295d6e4f546fa1b34f3319e1c666e7f"}, @@ -8567,6 +9049,8 @@ version = "7.2" description = "Interfaces for Python" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "zope.interface-7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ce290e62229964715f1011c3dbeab7a4a1e4971fd6f31324c4519464473ef9f2"}, {file = "zope.interface-7.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:05b910a5afe03256b58ab2ba6288960a2892dfeef01336dc4be6f1b9ed02ab0a"}, @@ -8621,6 +9105,8 @@ version = "0.23.0" description = "Zstandard bindings for Python" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"}, {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"}, @@ -8743,6 +9229,6 @@ server = ["fastapi", "uvicorn"] tests = ["wikipedia"] [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = "<3.14,>=3.11" -content-hash = "a73691a74fbac0201bfb2d7623fe777f9296e273cb94cdeefd656df997bcc7ea" +content-hash = "7cfed00763e8850c5b92a42969920b6793aedba88d4dfe268d85c6f529de7060" diff --git a/pyproject.toml b/pyproject.toml index 18fcdf39..d2317e96 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -72,7 +72,7 @@ llama-index = "^0.12.2" llama-index-embeddings-openai = "^0.3.1" e2b-code-interpreter = {version = "^1.0.3", optional = true} anthropic = "^0.49.0" -letta_client = "^0.1.220" +letta_client = "^0.1.276" openai = "^1.99.9" opentelemetry-api = "1.30.0" opentelemetry-sdk = "1.30.0" From d4a9da64fb6c5c4ed40347c0ceb3ea3a6f9772c6 Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 10:56:04 -0700 Subject: [PATCH 30/56] feat: support background mode for step streaming (#4156) --- letta/server/rest_api/routers/v1/agents.py | 27 +++++++++++++++------- 1 file changed, 19 insertions(+), 8 deletions(-) diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index 74bad958..b1a97f9e 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -1263,22 +1263,33 @@ async def send_message_streaming( from letta.server.rest_api.streaming_response import StreamingResponseWithStatusCode, add_keepalive_to_stream - if request.background and request.stream_tokens and settings.track_agent_run: + if request.background and settings.track_agent_run: if isinstance(redis_client, NoopAsyncRedisClient): raise HTTPException( status_code=503, detail="Background streaming is not available: Redis is not configured. Please ensure Redis is properly configured and running.", ) + if request.stream_tokens and model_compatible_token_streaming: + raw_stream = agent_loop.step_stream( + input_messages=request.messages, + max_steps=request.max_steps, + use_assistant_message=request.use_assistant_message, + request_start_timestamp_ns=request_start_timestamp_ns, + include_return_message_types=request.include_return_message_types, + ) + else: + raw_stream = agent_loop.step_stream_no_tokens( + request.messages, + max_steps=request.max_steps, + use_assistant_message=request.use_assistant_message, + request_start_timestamp_ns=request_start_timestamp_ns, + include_return_message_types=request.include_return_message_types, + ) + asyncio.create_task( create_background_stream_processor( - stream_generator=agent_loop.step_stream( - input_messages=request.messages, - max_steps=request.max_steps, - use_assistant_message=request.use_assistant_message, - request_start_timestamp_ns=request_start_timestamp_ns, - include_return_message_types=request.include_return_message_types, - ), + stream_generator=raw_stream, redis_client=redis_client, run_id=run.id, ) From c63708e087a1700c31baec46aef34ae6e4abc54c Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 11:12:16 -0700 Subject: [PATCH 31/56] feat: add error chunk handling for background mode (#4158) --- letta/server/rest_api/redis_stream_manager.py | 29 +++++++------------ 1 file changed, 10 insertions(+), 19 deletions(-) diff --git a/letta/server/rest_api/redis_stream_manager.py b/letta/server/rest_api/redis_stream_manager.py index 561218d2..3ae5eb33 100644 --- a/letta/server/rest_api/redis_stream_manager.py +++ b/letta/server/rest_api/redis_stream_manager.py @@ -74,7 +74,6 @@ class RedisSSEStreamWriter: except asyncio.CancelledError: pass - # Flush all remaining buffers for run_id in list(self.buffer.keys()): if self.buffer[run_id]: await self._flush_run(run_id) @@ -96,24 +95,20 @@ class RedisSSEStreamWriter: Returns: The sequence ID assigned to this chunk """ - # Assign sequence ID seq_id = self.seq_counters[run_id] self.seq_counters[run_id] += 1 - # Add to buffer chunk = { "seq_id": seq_id, "data": data, "timestamp": int(time.time() * 1000), } - # Mark completion if this is the last chunk if is_complete: chunk["complete"] = "true" self.buffer[run_id].append(chunk) - # Check if we should flush should_flush = ( len(self.buffer[run_id]) >= self.flush_size or is_complete or (time.time() - self.last_flush[run_id]) > self.flush_interval ) @@ -135,25 +130,20 @@ class RedisSSEStreamWriter: try: client = await self.redis.get_client() - # Use pipeline for batch writes async with client.pipeline(transaction=False) as pipe: for chunk in chunks: pipe.xadd(stream_key, chunk, maxlen=self.max_stream_length, approximate=True) - # Set/refresh TTL on the stream pipe.expire(stream_key, self.stream_ttl) - # Execute all commands in one round trip await pipe.execute() self.last_flush[run_id] = time.time() - # Log successful flush logger.debug( f"Flushed {len(chunks)} chunks to Redis stream {stream_key}, " f"seq_ids {chunks[0]['seq_id']}-{chunks[-1]['seq_id']}" ) - # If this was a completion chunk, clean up tracking if chunks[-1].get("complete") == "true": self._cleanup_run(run_id) @@ -224,10 +214,11 @@ async def create_background_stream_processor( try: async for chunk in stream_generator: - # Check if this is the final chunk - is_done = "data: [DONE]" in chunk if isinstance(chunk, str) else False + if isinstance(chunk, tuple): + chunk = chunk[0] + + is_done = isinstance(chunk, str) and ("data: [DONE]" in chunk or "event: error" in chunk) - # Write chunk to Redis await writer.write_chunk(run_id=run_id, data=chunk, is_complete=is_done) if is_done: @@ -236,8 +227,8 @@ async def create_background_stream_processor( except Exception as e: logger.error(f"Error processing stream for run {run_id}: {e}") # Write error chunk - error_chunk = {"message_type": "error", "error": str(e)} - await writer.write_chunk(run_id=run_id, data=f"data: {json.dumps(error_chunk)}\n\n", is_complete=True) + error_chunk = {"error": {"message": str(e)}} + await writer.write_chunk(run_id=run_id, data=f"event: error\ndata: {json.dumps(error_chunk)}\n\n", is_complete=True) finally: if should_stop_writer: await writer.stop() @@ -288,15 +279,15 @@ async def redis_sse_stream_generator( if chunk_seq_id >= cursor_seq_id: data = fields.get("data", "") if not data: + logger.debug(f"No data found for chunk {chunk_seq_id} in run {run_id}") continue - if data == "data: [DONE]\n\n": - yield data - return - yield data yielded_any = True + if fields.get("complete") == "true": + return + last_redis_id = entry_id if not yielded_any and len(entries) > 1: From 0fa88028344b373e6d29141b73ca96acd414e895 Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 11:37:46 -0700 Subject: [PATCH 32/56] feat: add redis client to CI for background mode tests (#4155) --- .../send-message-integration-tests.yaml | 11 ++ tests/integration_test_send_message.py | 121 ++++++++++++++++++ 2 files changed, 132 insertions(+) diff --git a/.github/workflows/send-message-integration-tests.yaml b/.github/workflows/send-message-integration-tests.yaml index e578bad4..c66336a3 100644 --- a/.github/workflows/send-message-integration-tests.yaml +++ b/.github/workflows/send-message-integration-tests.yaml @@ -41,6 +41,15 @@ jobs: --health-interval 10s --health-timeout 5s --health-retries 5 + redis: + image: redis:7 + ports: + - 6379:6379 + options: >- + --health-cmd "redis-cli ping" + --health-interval 5s + --health-timeout 5s + --health-retries 10 steps: # Ensure secrets don't leak @@ -138,6 +147,8 @@ jobs: LETTA_PG_PASSWORD: postgres LETTA_PG_DB: postgres LETTA_PG_HOST: localhost + LETTA_REDIS_HOST: localhost + LETTA_REDIS_PORT: 6379 LETTA_SERVER_PASS: test_server_token OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} diff --git a/tests/integration_test_send_message.py b/tests/integration_test_send_message.py index acf2b733..47731fd1 100644 --- a/tests/integration_test_send_message.py +++ b/tests/integration_test_send_message.py @@ -1132,6 +1132,127 @@ def test_token_streaming_agent_loop_error( assert len(messages_from_db) == 0 +@pytest.mark.parametrize( + "llm_config", + TESTED_LLM_CONFIGS, + ids=[c.model for c in TESTED_LLM_CONFIGS], +) +def test_background_token_streaming_greeting_with_assistant_message( + disable_e2b_api_key: Any, + client: Letta, + agent_state: AgentState, + llm_config: LLMConfig, +) -> None: + """ + Tests sending a streaming message with a synchronous client. + Checks that each chunk in the stream has the correct message types. + """ + last_message = client.agents.messages.list(agent_id=agent_state.id, limit=1) + agent_state = client.agents.modify(agent_id=agent_state.id, llm_config=llm_config) + # Use longer message for Anthropic models to test if they stream in chunks + if llm_config.model_endpoint_type == "anthropic": + messages_to_send = USER_MESSAGE_FORCE_LONG_REPLY + else: + messages_to_send = USER_MESSAGE_FORCE_REPLY + response = client.agents.messages.create_stream( + agent_id=agent_state.id, + messages=messages_to_send, + stream_tokens=True, + background=True, + ) + messages = accumulate_chunks( + list(response), verify_token_streaming=(llm_config.model_endpoint_type in ["anthropic", "openai", "bedrock"]) + ) + assert_greeting_with_assistant_message_response(messages, streaming=True, token_streaming=True, llm_config=llm_config) + messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id) + assert_greeting_with_assistant_message_response(messages_from_db, from_db=True, llm_config=llm_config) + + +@pytest.mark.parametrize( + "llm_config", + TESTED_LLM_CONFIGS, + ids=[c.model for c in TESTED_LLM_CONFIGS], +) +def test_background_token_streaming_greeting_without_assistant_message( + disable_e2b_api_key: Any, + client: Letta, + agent_state: AgentState, + llm_config: LLMConfig, +) -> None: + """ + Tests sending a streaming message with a synchronous client. + Checks that each chunk in the stream has the correct message types. + """ + last_message = client.agents.messages.list(agent_id=agent_state.id, limit=1) + agent_state = client.agents.modify(agent_id=agent_state.id, llm_config=llm_config) + # Use longer message for Anthropic models to force chunking + if llm_config.model_endpoint_type == "anthropic": + messages_to_send = USER_MESSAGE_FORCE_LONG_REPLY + else: + messages_to_send = USER_MESSAGE_FORCE_REPLY + response = client.agents.messages.create_stream( + agent_id=agent_state.id, + messages=messages_to_send, + use_assistant_message=False, + stream_tokens=True, + background=True, + ) + messages = accumulate_chunks( + list(response), verify_token_streaming=(llm_config.model_endpoint_type in ["anthropic", "openai", "bedrock"]) + ) + assert_greeting_without_assistant_message_response(messages, streaming=True, token_streaming=True, llm_config=llm_config) + messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id, use_assistant_message=False) + assert_greeting_without_assistant_message_response(messages_from_db, from_db=True, llm_config=llm_config) + + +@pytest.mark.parametrize( + "llm_config", + TESTED_LLM_CONFIGS, + ids=[c.model for c in TESTED_LLM_CONFIGS], +) +def test_background_token_streaming_tool_call( + disable_e2b_api_key: Any, + client: Letta, + agent_state: AgentState, + llm_config: LLMConfig, +) -> None: + """ + Tests sending a streaming message with a synchronous client. + Checks that each chunk in the stream has the correct message types. + """ + # get the config filename + config_filename = None + for filename in filenames: + config = get_llm_config(filename) + if config.model_dump() == llm_config.model_dump(): + config_filename = filename + break + + # skip if this is a limited model + if not config_filename or config_filename in limited_configs: + pytest.skip(f"Skipping test for limited model {llm_config.model}") + + last_message = client.agents.messages.list(agent_id=agent_state.id, limit=1) + agent_state = client.agents.modify(agent_id=agent_state.id, llm_config=llm_config) + # Use longer message for Anthropic models to force chunking + if llm_config.model_endpoint_type == "anthropic": + messages_to_send = USER_MESSAGE_ROLL_DICE_LONG + else: + messages_to_send = USER_MESSAGE_ROLL_DICE + response = client.agents.messages.create_stream( + agent_id=agent_state.id, + messages=messages_to_send, + stream_tokens=True, + background=True, + ) + messages = accumulate_chunks( + list(response), verify_token_streaming=(llm_config.model_endpoint_type in ["anthropic", "openai", "bedrock"]) + ) + assert_tool_call_response(messages, streaming=True, llm_config=llm_config) + messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id) + assert_tool_call_response(messages_from_db, from_db=True, llm_config=llm_config) + + def wait_for_run_completion(client: Letta, run_id: str, timeout: float = 30.0, interval: float = 0.5) -> Run: start = time.time() while True: From 9ea2ce2aa87b2f4dfe4596a48c464a8b1c771bb3 Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 11:51:41 -0700 Subject: [PATCH 33/56] feat: populate seq_id in chunks for background mode (#4160) --- letta/server/rest_api/redis_stream_manager.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/letta/server/rest_api/redis_stream_manager.py b/letta/server/rest_api/redis_stream_manager.py index 3ae5eb33..26d5ae92 100644 --- a/letta/server/rest_api/redis_stream_manager.py +++ b/letta/server/rest_api/redis_stream_manager.py @@ -282,6 +282,9 @@ async def redis_sse_stream_generator( logger.debug(f"No data found for chunk {chunk_seq_id} in run {run_id}") continue + if '"seq_id":null' in data: + data = data.replace('"seq_id":null', f'"seq_id":{chunk_seq_id}') + yield data yielded_any = True From 7eeba12ef5c6ab6fe30d447060409513452d0d42 Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 11:55:41 -0700 Subject: [PATCH 34/56] feat: populate run id in streaming response (#4161) --- letta/server/rest_api/redis_stream_manager.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/letta/server/rest_api/redis_stream_manager.py b/letta/server/rest_api/redis_stream_manager.py index 26d5ae92..b1717bb3 100644 --- a/letta/server/rest_api/redis_stream_manager.py +++ b/letta/server/rest_api/redis_stream_manager.py @@ -282,6 +282,9 @@ async def redis_sse_stream_generator( logger.debug(f"No data found for chunk {chunk_seq_id} in run {run_id}") continue + if '"run_id":null' in data: + data = data.replace('"run_id":null', f'"run_id":"{run_id}"') + if '"seq_id":null' in data: data = data.replace('"seq_id":null', f'"seq_id":{chunk_seq_id}') From 9eb303b5f4435e6b2bc051ab2c6e754d91990c50 Mon Sep 17 00:00:00 2001 From: Sarah Wooders Date: Mon, 25 Aug 2025 13:23:24 -0700 Subject: [PATCH 35/56] fix: avoid using summarization agent when not using voice (#4097) --- letta/agents/letta_agent.py | 4 ++++ letta/services/summarizer/summarizer.py | 25 ++++++++++++++++--------- 2 files changed, 20 insertions(+), 9 deletions(-) diff --git a/letta/agents/letta_agent.py b/letta/agents/letta_agent.py index 6ea255d7..1b57b2c2 100644 --- a/letta/agents/letta_agent.py +++ b/letta/agents/letta_agent.py @@ -137,6 +137,10 @@ class LettaAgent(BaseAgent): message_buffer_limit=message_buffer_limit, message_buffer_min=message_buffer_min, partial_evict_summarizer_percentage=partial_evict_summarizer_percentage, + agent_manager=self.agent_manager, + message_manager=self.message_manager, + actor=self.actor, + agent_id=self.agent_id, ) async def _check_run_cancellation(self) -> bool: diff --git a/letta/services/summarizer/summarizer.py b/letta/services/summarizer/summarizer.py index b1d7c0ae..4a57e6c5 100644 --- a/letta/services/summarizer/summarizer.py +++ b/letta/services/summarizer/summarizer.py @@ -15,6 +15,8 @@ from letta.schemas.letta_message_content import TextContent from letta.schemas.llm_config import LLMConfig from letta.schemas.message import Message, MessageCreate from letta.schemas.user import User +from letta.services.agent_manager import AgentManager +from letta.services.message_manager import MessageManager from letta.services.summarizer.enums import SummarizationMode from letta.system import package_summarize_message_no_counts from letta.templates.template_helper import render_template @@ -36,6 +38,10 @@ class Summarizer: message_buffer_limit: int = 10, message_buffer_min: int = 3, partial_evict_summarizer_percentage: float = 0.30, + agent_manager: Optional[AgentManager] = None, + message_manager: Optional[MessageManager] = None, + actor: Optional[User] = None, + agent_id: Optional[str] = None, ): self.mode = mode @@ -46,6 +52,12 @@ class Summarizer: self.summarizer_agent = summarizer_agent self.partial_evict_summarizer_percentage = partial_evict_summarizer_percentage + # for partial buffer only + self.agent_manager = agent_manager + self.message_manager = message_manager + self.actor = actor + self.agent_id = agent_id + @trace_method async def summarize( self, @@ -121,9 +133,6 @@ class Summarizer: logger.debug("Not forcing summarization, returning in-context messages as is.") return all_in_context_messages, False - # Very ugly code to pull LLMConfig etc from the SummarizerAgent if we're not using it for anything else - assert self.summarizer_agent is not None - # First step: determine how many messages to retain total_message_count = len(all_in_context_messages) assert self.partial_evict_summarizer_percentage >= 0.0 and self.partial_evict_summarizer_percentage <= 1.0 @@ -147,15 +156,13 @@ class Summarizer: # Dynamically get the LLMConfig from the summarizer agent # Pretty cringe code here that we need the agent for this but we don't use it - agent_state = await self.summarizer_agent.agent_manager.get_agent_by_id_async( - agent_id=self.summarizer_agent.agent_id, actor=self.summarizer_agent.actor - ) + agent_state = await self.agent_manager.get_agent_by_id_async(agent_id=self.agent_id, actor=self.actor) # TODO if we do this via the "agent", then we can more easily allow toggling on the memory block version summary_message_str = await simple_summary( messages=messages_to_summarize, llm_config=agent_state.llm_config, - actor=self.summarizer_agent.actor, + actor=self.actor, include_ack=True, ) @@ -185,9 +192,9 @@ class Summarizer: )[0] # Create the message in the DB - await self.summarizer_agent.message_manager.create_many_messages_async( + await self.message_manager.create_many_messages_async( pydantic_msgs=[summary_message_obj], - actor=self.summarizer_agent.actor, + actor=self.actor, ) updated_in_context_messages = all_in_context_messages[assistant_message_index:] From 80ea4a0608fdd90b73eb67930f4791b10b31370d Mon Sep 17 00:00:00 2001 From: Kevin Lin Date: Mon, 25 Aug 2025 13:36:55 -0700 Subject: [PATCH 36/56] fix: pass thinking to anthropic client (#4150) --- letta/llm_api/anthropic_client.py | 24 +++++++++++++++++++----- letta/schemas/message.py | 2 +- 2 files changed, 20 insertions(+), 6 deletions(-) diff --git a/letta/llm_api/anthropic_client.py b/letta/llm_api/anthropic_client.py index b2e90889..ef54ff62 100644 --- a/letta/llm_api/anthropic_client.py +++ b/letta/llm_api/anthropic_client.py @@ -287,12 +287,26 @@ class AnthropicClient(LLMClientBase): else: anthropic_tools = None + thinking_enabled = False + if messages: + for message in messages: + if isinstance(message.get("content"), list): + for content_block in message["content"]: + if content_block.get("type") == "thinking": + thinking_enabled = True + break + try: - result = await client.beta.messages.count_tokens( - model=model or "claude-3-7-sonnet-20250219", - messages=messages or [{"role": "user", "content": "hi"}], - tools=anthropic_tools or [], - ) + count_params = { + "model": model or "claude-3-7-sonnet-20250219", + "messages": messages or [{"role": "user", "content": "hi"}], + "tools": anthropic_tools or [], + } + + if thinking_enabled: + count_params["thinking"] = {"type": "enabled", "budget_tokens": 16000} + + result = await client.beta.messages.count_tokens(**count_params) except: raise diff --git a/letta/schemas/message.py b/letta/schemas/message.py index 4fd0a8ea..5376cd5f 100644 --- a/letta/schemas/message.py +++ b/letta/schemas/message.py @@ -846,7 +846,7 @@ class Message(BaseMessage): } content = [] # COT / reasoning / thinking - if self.content is not None and len(self.content) > 1: + if self.content is not None and len(self.content) >= 1: for content_part in self.content: if isinstance(content_part, ReasoningContent): content.append( From 42e82fcc9ec27119ff5155caddc0900e75e223b1 Mon Sep 17 00:00:00 2001 From: Sarah Wooders Date: Mon, 25 Aug 2025 13:37:41 -0700 Subject: [PATCH 37/56] feat: add unit tests for embeddings (#4108) Co-authored-by: Kian Jones Co-authored-by: Kian Jones <11655409+kianjones9@users.noreply.github.com> --- tests/test_embeddings.py | 52 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100644 tests/test_embeddings.py diff --git a/tests/test_embeddings.py b/tests/test_embeddings.py new file mode 100644 index 00000000..fdc69219 --- /dev/null +++ b/tests/test_embeddings.py @@ -0,0 +1,52 @@ +import glob +import json +import os + +import pytest + +from letta.llm_api.llm_client import LLMClient +from letta.schemas.embedding_config import EmbeddingConfig +from letta.server.server import SyncServer + +included_files = [ + # "ollama.json", + "letta-hosted.json", + "openai_embed.json", +] +config_dir = "tests/configs/embedding_model_configs" +config_files = glob.glob(os.path.join(config_dir, "*.json")) +embedding_configs = [ + EmbeddingConfig(**json.load(open(config_file))) for config_file in config_files if config_file.split("/")[-1] in included_files +] + + +@pytest.fixture +async def default_organization(server: SyncServer): + """Fixture to create and return the default organization.""" + org = server.organization_manager.create_default_organization() + yield org + + +@pytest.fixture +def default_user(server: SyncServer, default_organization): + """Fixture to create and return the default user within the default organization.""" + user = server.user_manager.create_default_user(org_id=default_organization.id) + yield user + + +@pytest.mark.asyncio +@pytest.mark.parametrize( + "embedding_config", + embedding_configs, + ids=[c.embedding_model for c in embedding_configs], +) +async def test_embeddings(embedding_config: EmbeddingConfig, default_user): + embedding_client = LLMClient.create( + provider_type=embedding_config.embedding_endpoint_type, + actor=default_user, + ) + + test_input = "This is a test input." + embeddings = await embedding_client.request_embeddings([test_input], embedding_config) + assert len(embeddings) == 1 + assert len(embeddings[0]) == embedding_config.embedding_dim From 59dc8f7881345f62e72f8d5e853446271674df52 Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 13:39:06 -0700 Subject: [PATCH 38/56] feat: set 3hr ttl for streaming background jobs (#4167) --- letta/server/rest_api/redis_stream_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/letta/server/rest_api/redis_stream_manager.py b/letta/server/rest_api/redis_stream_manager.py index b1717bb3..46eaf5f3 100644 --- a/letta/server/rest_api/redis_stream_manager.py +++ b/letta/server/rest_api/redis_stream_manager.py @@ -28,7 +28,7 @@ class RedisSSEStreamWriter: redis_client: AsyncRedisClient, flush_interval: float = 0.5, flush_size: int = 50, - stream_ttl_seconds: int = 21600, # 6 hours default + stream_ttl_seconds: int = 10800, # 3 hours default max_stream_length: int = 10000, # Max entries per stream ): """ From 6ca388557f268bcf2799247bb141d3ce9d187be4 Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 13:42:22 -0700 Subject: [PATCH 39/56] feat: add new `client.runs.stream` endpoint (#4165) --- letta/schemas/letta_request.py | 18 ++++++++ letta/server/rest_api/redis_stream_manager.py | 3 -- letta/server/rest_api/routers/v1/runs.py | 45 ++++++++++++++++++- 3 files changed, 62 insertions(+), 4 deletions(-) diff --git a/letta/schemas/letta_request.py b/letta/schemas/letta_request.py index 496345e6..3c8b6be7 100644 --- a/letta/schemas/letta_request.py +++ b/letta/schemas/letta_request.py @@ -70,3 +70,21 @@ class CreateBatch(BaseModel): "'status' is the final batch status (e.g., 'completed', 'failed'), and " "'completed_at' is an ISO 8601 timestamp indicating when the batch job completed.", ) + + +class RetrieveStreamRequest(BaseModel): + starting_after: int = Field( + 0, description="Sequence id to use as a cursor for pagination. Response will start streaming after this chunk sequence id" + ) + include_pings: Optional[bool] = Field( + default=False, + description="Whether to include periodic keepalive ping messages in the stream to prevent connection timeouts.", + ) + poll_interval: Optional[float] = Field( + default=0.1, + description="Seconds to wait between polls when no new data.", + ) + batch_size: Optional[int] = Field( + default=100, + description="Number of entries to read per batch.", + ) diff --git a/letta/server/rest_api/redis_stream_manager.py b/letta/server/rest_api/redis_stream_manager.py index 46eaf5f3..091304f1 100644 --- a/letta/server/rest_api/redis_stream_manager.py +++ b/letta/server/rest_api/redis_stream_manager.py @@ -263,9 +263,6 @@ async def redis_sse_stream_generator( logger.debug(f"Starting redis_sse_stream_generator for run_id={run_id}, stream_key={stream_key}") - # Add a small initial delay to allow background task to start writing - await asyncio.sleep(0.05) - while True: entries = await redis_client.xrange(stream_key, start=last_redis_id, count=batch_size) diff --git a/letta/server/rest_api/routers/v1/runs.py b/letta/server/rest_api/routers/v1/runs.py index ae1c0f59..72ef6d8b 100644 --- a/letta/server/rest_api/routers/v1/runs.py +++ b/letta/server/rest_api/routers/v1/runs.py @@ -1,16 +1,21 @@ from typing import Annotated, List, Optional -from fastapi import APIRouter, Depends, Header, HTTPException, Query +from fastapi import APIRouter, Body, Depends, Header, HTTPException, Query from pydantic import Field +from letta.data_sources.redis_client import get_redis_client from letta.orm.errors import NoResultFound from letta.schemas.enums import JobStatus, JobType, MessageRole from letta.schemas.letta_message import LettaMessageUnion +from letta.schemas.letta_request import RetrieveStreamRequest from letta.schemas.openai.chat_completion_response import UsageStatistics from letta.schemas.run import Run from letta.schemas.step import Step +from letta.server.rest_api.redis_stream_manager import redis_sse_stream_generator +from letta.server.rest_api.streaming_response import StreamingResponseWithStatusCode, add_keepalive_to_stream from letta.server.rest_api.utils import get_letta_server from letta.server.server import SyncServer +from letta.settings import settings router = APIRouter(prefix="/runs", tags=["runs"]) @@ -213,3 +218,41 @@ async def delete_run( return Run.from_job(job) except NoResultFound: raise HTTPException(status_code=404, detail="Run not found") + + +@router.post( + "/{run_id}/stream", + response_model=None, + operation_id="retrieve_stream", + responses={ + 200: { + "description": "Successful response", + "content": { + "text/event-stream": {"description": "Server-Sent Events stream"}, + }, + } + }, +) +async def retrieve_stream( + run_id: str, + request: RetrieveStreamRequest = Body(...), + actor_id: Optional[str] = Header(None, alias="user_id"), + server: "SyncServer" = Depends(get_letta_server), +): + redis_client = await get_redis_client() + + stream = redis_sse_stream_generator( + redis_client=redis_client, + run_id=run_id, + start_cursor=request.starting_after, + poll_interval=request.poll_interval, + batch_size=request.batch_size, + ) + + if request.include_pings and settings.enable_keepalive: + stream = add_keepalive_to_stream(stream, keepalive_interval=settings.keepalive_interval) + + return StreamingResponseWithStatusCode( + stream, + media_type="text/event-stream", + ) From e63dedab7a982b8240846b21c719d3aac86c5e3b Mon Sep 17 00:00:00 2001 From: cthomas Date: Mon, 25 Aug 2025 16:13:59 -0700 Subject: [PATCH 40/56] feat: add retrieve stream testing (#4168) --- letta/server/rest_api/redis_stream_manager.py | 10 +++++----- letta/server/rest_api/routers/v1/runs.py | 4 ++-- poetry.lock | 8 ++++---- pyproject.toml | 2 +- tests/integration_test_send_message.py | 19 +++++++++++++++++++ 5 files changed, 31 insertions(+), 12 deletions(-) diff --git a/letta/server/rest_api/redis_stream_manager.py b/letta/server/rest_api/redis_stream_manager.py index 091304f1..0eb4e519 100644 --- a/letta/server/rest_api/redis_stream_manager.py +++ b/letta/server/rest_api/redis_stream_manager.py @@ -50,7 +50,7 @@ class RedisSSEStreamWriter: # Buffer for batching: run_id -> list of chunks self.buffer: Dict[str, List[Dict]] = defaultdict(list) # Track sequence IDs per run - self.seq_counters: Dict[str, int] = defaultdict(int) + self.seq_counters: Dict[str, int] = defaultdict(lambda: 1) # Track last flush time per run self.last_flush: Dict[str, float] = defaultdict(float) @@ -237,7 +237,7 @@ async def create_background_stream_processor( async def redis_sse_stream_generator( redis_client: AsyncRedisClient, run_id: str, - start_cursor: Optional[int] = None, + starting_after: Optional[int] = None, poll_interval: float = 0.1, batch_size: int = 100, ) -> AsyncIterator[str]: @@ -250,7 +250,7 @@ async def redis_sse_stream_generator( Args: redis_client: Redis client instance run_id: The run ID to read chunks for - start_cursor: Sequential ID (integer) to start reading from (default: 0 for beginning) + starting_after: Sequential ID (integer) to start reading from (default: None for beginning) poll_interval: Seconds to wait between polls when no new data (default: 0.1) batch_size: Number of entries to read per batch (default: 100) @@ -259,7 +259,7 @@ async def redis_sse_stream_generator( """ stream_key = f"sse:run:{run_id}" last_redis_id = "-" - cursor_seq_id = start_cursor or 0 + cursor_seq_id = starting_after or 0 logger.debug(f"Starting redis_sse_stream_generator for run_id={run_id}, stream_key={stream_key}") @@ -273,7 +273,7 @@ async def redis_sse_stream_generator( continue chunk_seq_id = int(fields.get("seq_id", 0)) - if chunk_seq_id >= cursor_seq_id: + if chunk_seq_id > cursor_seq_id: data = fields.get("data", "") if not data: logger.debug(f"No data found for chunk {chunk_seq_id} in run {run_id}") diff --git a/letta/server/rest_api/routers/v1/runs.py b/letta/server/rest_api/routers/v1/runs.py index 72ef6d8b..d9dcf84a 100644 --- a/letta/server/rest_api/routers/v1/runs.py +++ b/letta/server/rest_api/routers/v1/runs.py @@ -235,7 +235,7 @@ async def delete_run( ) async def retrieve_stream( run_id: str, - request: RetrieveStreamRequest = Body(...), + request: RetrieveStreamRequest = Body(None), actor_id: Optional[str] = Header(None, alias="user_id"), server: "SyncServer" = Depends(get_letta_server), ): @@ -244,7 +244,7 @@ async def retrieve_stream( stream = redis_sse_stream_generator( redis_client=redis_client, run_id=run_id, - start_cursor=request.starting_after, + starting_after=request.starting_after, poll_interval=request.poll_interval, batch_size=request.batch_size, ) diff --git a/poetry.lock b/poetry.lock index 13edaea0..7b6b0f45 100644 --- a/poetry.lock +++ b/poetry.lock @@ -3708,14 +3708,14 @@ vcr = ["vcrpy (>=7.0.0)"] [[package]] name = "letta-client" -version = "0.1.276" +version = "0.1.277" description = "" optional = false python-versions = "<4.0,>=3.8" groups = ["main"] files = [ - {file = "letta_client-0.1.276-py3-none-any.whl", hash = "sha256:6b5472bc9090265ee4ec832a6002eadf3e5dfd4fd2d229393a8e77930f3821fd"}, - {file = "letta_client-0.1.276.tar.gz", hash = "sha256:23f992dc8714cfec857d5ae209d495a5a5911da285d06bdc6f4d1c744e27ebf1"}, + {file = "letta_client-0.1.277-py3-none-any.whl", hash = "sha256:2428ee84ff3cf582c935623dd7678845bfe46e79c75cb9a1a1b6efe284c5bc16"}, + {file = "letta_client-0.1.277.tar.gz", hash = "sha256:112837705c43c7c2c9a6baa99c38a0ad390f8bcb7ad0de5e3b9556990b898427"}, ] [package.dependencies] @@ -9231,4 +9231,4 @@ tests = ["wikipedia"] [metadata] lock-version = "2.1" python-versions = "<3.14,>=3.11" -content-hash = "7cfed00763e8850c5b92a42969920b6793aedba88d4dfe268d85c6f529de7060" +content-hash = "db92e7562fa04425478033ae7f63ac7d8741192015ea0d4d970d2f1d47881c76" diff --git a/pyproject.toml b/pyproject.toml index d2317e96..b585282e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -72,7 +72,7 @@ llama-index = "^0.12.2" llama-index-embeddings-openai = "^0.3.1" e2b-code-interpreter = {version = "^1.0.3", optional = true} anthropic = "^0.49.0" -letta_client = "^0.1.276" +letta_client = "^0.1.277" openai = "^1.99.9" opentelemetry-api = "1.30.0" opentelemetry-sdk = "1.30.0" diff --git a/tests/integration_test_send_message.py b/tests/integration_test_send_message.py index 47731fd1..344863fe 100644 --- a/tests/integration_test_send_message.py +++ b/tests/integration_test_send_message.py @@ -1167,6 +1167,25 @@ def test_background_token_streaming_greeting_with_assistant_message( messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id) assert_greeting_with_assistant_message_response(messages_from_db, from_db=True, llm_config=llm_config) + run_id = messages[0].run_id + assert run_id is not None + + response = client.runs.stream(run_id=run_id, starting_after=0) + messages = accumulate_chunks( + list(response), verify_token_streaming=(llm_config.model_endpoint_type in ["anthropic", "openai", "bedrock"]) + ) + assert_greeting_with_assistant_message_response(messages, streaming=True, token_streaming=True, llm_config=llm_config) + + last_message_cursor = messages[-3].seq_id - 1 + response = client.runs.stream(run_id=run_id, starting_after=last_message_cursor) + messages = accumulate_chunks( + list(response), verify_token_streaming=(llm_config.model_endpoint_type in ["anthropic", "openai", "bedrock"]) + ) + assert len(messages) == 3 + assert messages[0].message_type == "assistant_message" and messages[0].seq_id == last_message_cursor + 1 + assert messages[1].message_type == "stop_reason" + assert messages[2].message_type == "usage_statistics" + @pytest.mark.parametrize( "llm_config", From f25844fbe2b346192cf9bb205b33fe7110cc8f2a Mon Sep 17 00:00:00 2001 From: Matthew Zhou Date: Mon, 25 Aug 2025 16:21:33 -0700 Subject: [PATCH 41/56] fix: Add check status update flag to list (#4177) --- letta/server/rest_api/routers/v1/sources.py | 54 ++-------- letta/services/file_manager.py | 113 ++++++++++++++++++-- tests/helpers/utils.py | 40 +++++++ tests/test_sources.py | 43 +++++++- 4 files changed, 192 insertions(+), 58 deletions(-) diff --git a/letta/server/rest_api/routers/v1/sources.py b/letta/server/rest_api/routers/v1/sources.py index 90ac70ec..3bfbb9d2 100644 --- a/letta/server/rest_api/routers/v1/sources.py +++ b/letta/server/rest_api/routers/v1/sources.py @@ -2,7 +2,6 @@ import asyncio import mimetypes import os import tempfile -from datetime import datetime, timedelta, timezone from pathlib import Path from typing import List, Optional @@ -14,7 +13,6 @@ import letta.constants as constants from letta.helpers.pinecone_utils import ( delete_file_records_from_pinecone_index, delete_source_records_from_pinecone_index, - list_pinecone_index_for_files, should_use_pinecone, ) from letta.log import get_logger @@ -366,6 +364,10 @@ async def list_source_files( limit: int = Query(1000, description="Number of files to return"), after: Optional[str] = Query(None, description="Pagination cursor to fetch the next set of results"), include_content: bool = Query(False, description="Whether to include full file content"), + check_status_updates: bool = Query( + True, + description="Whether to check and update file processing status (from the vector db service). If False, will not fetch and update the status, which may lead to performance gains.", + ), server: "SyncServer" = Depends(get_letta_server), actor_id: Optional[str] = Header(None, alias="user_id"), ): @@ -380,6 +382,7 @@ async def list_source_files( actor=actor, include_content=include_content, strip_directory_prefix=True, # TODO: Reconsider this. This is purely for aesthetics. + check_status_updates=check_status_updates, ) @@ -408,51 +411,8 @@ async def get_file_metadata( if file_metadata.source_id != source_id: raise HTTPException(status_code=404, detail=f"File with id={file_id} not found in source {source_id}.") - # Check for timeout if status is not terminal - if not file_metadata.processing_status.is_terminal_state(): - if file_metadata.created_at: - # Handle timezone differences between PostgreSQL (timezone-aware) and SQLite (timezone-naive) - if settings.letta_pg_uri_no_default: - # PostgreSQL: both datetimes are timezone-aware - timeout_threshold = datetime.now(timezone.utc) - timedelta(minutes=settings.file_processing_timeout_minutes) - file_created_at = file_metadata.created_at - else: - # SQLite: both datetimes should be timezone-naive - timeout_threshold = datetime.utcnow() - timedelta(minutes=settings.file_processing_timeout_minutes) - file_created_at = file_metadata.created_at - - if file_created_at < timeout_threshold: - # Move file to error status with timeout message - timeout_message = settings.file_processing_timeout_error_message.format(settings.file_processing_timeout_minutes) - try: - file_metadata = await server.file_manager.update_file_status( - file_id=file_metadata.id, actor=actor, processing_status=FileProcessingStatus.ERROR, error_message=timeout_message - ) - except ValueError as e: - # state transition was blocked - log it but don't fail the request - logger.warning(f"Could not update file to timeout error state: {str(e)}") - # continue with existing file_metadata - - if should_use_pinecone() and file_metadata.processing_status == FileProcessingStatus.EMBEDDING: - ids = await list_pinecone_index_for_files(file_id=file_id, actor=actor) - logger.info( - f"Embedded chunks {len(ids)}/{file_metadata.total_chunks} for {file_id} ({file_metadata.file_name}) in organization {actor.organization_id}" - ) - - if len(ids) != file_metadata.chunks_embedded or len(ids) == file_metadata.total_chunks: - if len(ids) != file_metadata.total_chunks: - file_status = file_metadata.processing_status - else: - file_status = FileProcessingStatus.COMPLETED - try: - file_metadata = await server.file_manager.update_file_status( - file_id=file_metadata.id, actor=actor, chunks_embedded=len(ids), processing_status=file_status - ) - except ValueError as e: - # state transition was blocked - this is a race condition - # log it but don't fail the request since we're just reading metadata - logger.warning(f"Race condition detected in get_file_metadata: {str(e)}") - # return the current file state without updating + # Check and update file status (timeout check and pinecone embedding sync) + file_metadata = await server.file_manager.check_and_update_file_status(file_metadata, actor) return file_metadata diff --git a/letta/services/file_manager.py b/letta/services/file_manager.py index 3f613059..b43c3e19 100644 --- a/letta/services/file_manager.py +++ b/letta/services/file_manager.py @@ -1,6 +1,6 @@ import asyncio import os -from datetime import datetime +from datetime import datetime, timedelta, timezone from typing import List, Optional from sqlalchemy import func, select, update @@ -9,6 +9,8 @@ from sqlalchemy.exc import IntegrityError from sqlalchemy.orm import selectinload from letta.constants import MAX_FILENAME_LENGTH +from letta.helpers.pinecone_utils import list_pinecone_index_for_files, should_use_pinecone +from letta.log import get_logger from letta.orm.errors import NoResultFound from letta.orm.file import FileContent as FileContentModel from letta.orm.file import FileMetadata as FileMetadataModel @@ -20,8 +22,11 @@ from letta.schemas.source import Source as PydanticSource from letta.schemas.source_metadata import FileStats, OrganizationSourcesStats, SourceStats from letta.schemas.user import User as PydanticUser from letta.server.db import db_registry +from letta.settings import settings from letta.utils import enforce_types +logger = get_logger(__name__) + class DuplicateFileError(Exception): """Raised when a duplicate file is encountered and error handling is specified""" @@ -277,6 +282,79 @@ class FileManager: ) return await file_orm.to_pydantic_async() + @enforce_types + @trace_method + async def check_and_update_file_status( + self, + file_metadata: PydanticFileMetadata, + actor: PydanticUser, + ) -> PydanticFileMetadata: + """ + Check and update file status for timeout and embedding completion. + + This method consolidates logic for: + 1. Checking if a file has timed out during processing + 2. Checking Pinecone embedding status and updating counts + + Args: + file_metadata: The file metadata to check + actor: User performing the check + + Returns: + Updated file metadata with current status + """ + # check for timeout if status is not terminal + if not file_metadata.processing_status.is_terminal_state(): + if file_metadata.created_at: + # handle timezone differences between PostgreSQL (timezone-aware) and SQLite (timezone-naive) + if settings.letta_pg_uri_no_default: + # postgresql: both datetimes are timezone-aware + timeout_threshold = datetime.now(timezone.utc) - timedelta(minutes=settings.file_processing_timeout_minutes) + file_created_at = file_metadata.created_at + else: + # sqlite: both datetimes should be timezone-naive + timeout_threshold = datetime.utcnow() - timedelta(minutes=settings.file_processing_timeout_minutes) + file_created_at = file_metadata.created_at + + if file_created_at < timeout_threshold: + # move file to error status with timeout message + timeout_message = settings.file_processing_timeout_error_message.format(settings.file_processing_timeout_minutes) + try: + file_metadata = await self.update_file_status( + file_id=file_metadata.id, + actor=actor, + processing_status=FileProcessingStatus.ERROR, + error_message=timeout_message, + ) + except ValueError as e: + # state transition was blocked - log it but don't fail + logger.warning(f"Could not update file to timeout error state: {str(e)}") + # continue with existing file_metadata + + # check pinecone embedding status + if should_use_pinecone() and file_metadata.processing_status == FileProcessingStatus.EMBEDDING: + ids = await list_pinecone_index_for_files(file_id=file_metadata.id, actor=actor) + logger.info( + f"Embedded chunks {len(ids)}/{file_metadata.total_chunks} for {file_metadata.id} ({file_metadata.file_name}) in organization {actor.organization_id}" + ) + + if len(ids) != file_metadata.chunks_embedded or len(ids) == file_metadata.total_chunks: + if len(ids) != file_metadata.total_chunks: + file_status = file_metadata.processing_status + else: + file_status = FileProcessingStatus.COMPLETED + try: + file_metadata = await self.update_file_status( + file_id=file_metadata.id, actor=actor, chunks_embedded=len(ids), processing_status=file_status + ) + except ValueError as e: + # state transition was blocked - this is a race condition + # log it but don't fail since we're just checking status + logger.warning(f"Race condition detected in check_and_update_file_status: {str(e)}") + # return the current file state without updating + + return file_metadata + @enforce_types @trace_method async def upsert_file_content( @@ -332,8 +410,22 @@ class FileManager: limit: Optional[int] = 50, include_content: bool = False, strip_directory_prefix: bool = False, + check_status_updates: bool = False, ) -> List[PydanticFileMetadata]: - """List all files with optional pagination.""" + """List all files with optional pagination and status checking. + + Args: + source_id: Source to list files from + actor: User performing the request + after: Pagination cursor + limit: Maximum number of files to return + include_content: Whether to include file content + strip_directory_prefix: Whether to strip directory prefix from filenames + check_status_updates: Whether to check and update status for timeout and embedding completion + + Returns: + List of file metadata + """ async with db_registry.async_session() as session: options = [selectinload(FileMetadataModel.content)] if include_content else None @@ -345,10 +437,19 @@ class FileManager: source_id=source_id, query_options=options, ) - return [ - await file.to_pydantic_async(include_content=include_content, strip_directory_prefix=strip_directory_prefix) - for file in files - ] + + # convert all files to pydantic models + file_metadatas = await asyncio.gather( + *[file.to_pydantic_async(include_content=include_content, strip_directory_prefix=strip_directory_prefix) for file in files] + ) + + # if status checking is enabled, check all files concurrently + if check_status_updates: + file_metadatas = await asyncio.gather( + *[self.check_and_update_file_status(file_metadata, actor) for file_metadata in file_metadatas] + ) + + return file_metadatas @enforce_types @trace_method diff --git a/tests/helpers/utils.py b/tests/helpers/utils.py index 180469ca..2d4036ef 100644 --- a/tests/helpers/utils.py +++ b/tests/helpers/utils.py @@ -308,3 +308,43 @@ def upload_file_and_wait( raise RuntimeError(f"File processing failed: {file_metadata.error_message}") return file_metadata + + +def upload_file_and_wait_list_files( + client: Letta, + source_id: str, + file_path: str, + name: Optional[str] = None, + max_wait: int = 60, + duplicate_handling: Optional[str] = None, +): + """Helper function to upload a file and wait for processing using list_files instead of get_file_metadata""" + with open(file_path, "rb") as f: + if duplicate_handling: + file_metadata = client.sources.files.upload(source_id=source_id, file=f, duplicate_handling=duplicate_handling, name=name) + else: + file_metadata = client.sources.files.upload(source_id=source_id, file=f, name=name) + + # wait for the file to be processed using list_files + start_time = time.time() + while file_metadata.processing_status != "completed" and file_metadata.processing_status != "error": + if time.time() - start_time > max_wait: + raise TimeoutError(f"File processing timed out after {max_wait} seconds") + time.sleep(1) + + # use list_files to get all files and find our specific file + files = client.sources.files.list(source_id=source_id, limit=100) + # find the file with matching id + for file in files: + if file.id == file_metadata.id: + file_metadata = file + break + else: + raise RuntimeError(f"File {file_metadata.id} not found in source files list") + + print("Waiting for file processing to complete (via list_files)...", file_metadata.processing_status) + + if file_metadata.processing_status == "error": + raise RuntimeError(f"File processing failed: {file_metadata.error_message}") + + return file_metadata diff --git a/tests/test_sources.py b/tests/test_sources.py index cb0d2d1e..55bb4434 100644 --- a/tests/test_sources.py +++ b/tests/test_sources.py @@ -1,3 +1,4 @@ +import asyncio import os import re import tempfile @@ -14,11 +15,12 @@ from letta_client import MessageCreate as ClientMessageCreate from letta_client.types import AgentState from letta.constants import DEFAULT_ORG_ID, FILES_TOOLS +from letta.helpers.pinecone_utils import should_use_pinecone from letta.schemas.enums import FileProcessingStatus, ToolType from letta.schemas.message import MessageCreate from letta.schemas.user import User from letta.settings import settings -from tests.helpers.utils import upload_file_and_wait +from tests.helpers.utils import upload_file_and_wait, upload_file_and_wait_list_files from tests.utils import wait_for_server # Constants @@ -1131,10 +1133,43 @@ def test_pinecone_search_files_tool(client: LettaSDKClient): ), f"Search results should contain relevant content: {search_results}" +def test_pinecone_list_files_status(client: LettaSDKClient): + """Test that list_source_files properly syncs embedding status with Pinecone""" + if not should_use_pinecone(): + pytest.skip("Pinecone not configured (missing API key or disabled), skipping Pinecone-specific tests") + + # create source + source = client.sources.create(name="test_list_files_status", embedding="openai/text-embedding-3-small") + + file_paths = ["tests/data/long_test.txt"] + uploaded_files = [] + for file_path in file_paths: + # use the new helper that polls via list_files + file_metadata = upload_file_and_wait_list_files(client, source.id, file_path) + uploaded_files.append(file_metadata) + assert file_metadata.processing_status == "completed", f"File {file_path} should be completed" + + # now get files using list_source_files to verify status checking works + files_list = client.sources.files.list(source_id=source.id, limit=100) + + # verify all files show completed status and have proper embedding counts + assert len(files_list) == len(uploaded_files), f"Expected {len(uploaded_files)} files, got {len(files_list)}" + + for file_metadata in files_list: + assert file_metadata.processing_status == "completed", f"File {file_metadata.file_name} should show completed status" + + # verify embedding counts for files that have chunks + if file_metadata.total_chunks and file_metadata.total_chunks > 0: + assert ( + file_metadata.chunks_embedded == file_metadata.total_chunks + ), f"File {file_metadata.file_name} should have all chunks embedded: {file_metadata.chunks_embedded}/{file_metadata.total_chunks}" + + # cleanup + client.sources.delete(source_id=source.id) + + def test_pinecone_lifecycle_file_and_source_deletion(client: LettaSDKClient): """Test that file and source deletion removes records from Pinecone""" - import asyncio - from letta.helpers.pinecone_utils import list_pinecone_index_for_files, should_use_pinecone if not should_use_pinecone(): @@ -1203,8 +1238,6 @@ def test_pinecone_lifecycle_file_and_source_deletion(client: LettaSDKClient): len(records_after) == 0 ), f"All source records should be removed from Pinecone after source deletion, but found {len(records_after)}" - print("✓ Pinecone lifecycle verified - namespace is clean after source deletion") - def test_agent_open_file(disable_pinecone, client: LettaSDKClient, agent_state: AgentState): """Test client.agents.open_file() function""" From 20c1bd316f2d029149d9bde02473392df5bca029 Mon Sep 17 00:00:00 2001 From: Charles Packer Date: Mon, 25 Aug 2025 21:11:14 -0700 Subject: [PATCH 42/56] fix: allow for send_message to be unterminated if the user requests it (#4169) --- letta/agent.py | 7 ++++++- letta/agents/letta_agent.py | 4 +++- letta/services/helpers/tool_parser_helper.py | 9 ++++++--- 3 files changed, 15 insertions(+), 5 deletions(-) diff --git a/letta/agent.py b/letta/agent.py index 4a9127c8..0dde8fef 100644 --- a/letta/agent.py +++ b/letta/agent.py @@ -331,8 +331,13 @@ class Agent(BaseAgent): return None allowed_functions = [func for func in agent_state_tool_jsons if func["name"] in allowed_tool_names] + # Extract terminal tool names from tool rules + terminal_tool_names = {rule.tool_name for rule in self.tool_rules_solver.terminal_tool_rules} allowed_functions = runtime_override_tool_json_schema( - tool_list=allowed_functions, response_format=self.agent_state.response_format, request_heartbeat=True + tool_list=allowed_functions, + response_format=self.agent_state.response_format, + request_heartbeat=True, + terminal_tools=terminal_tool_names, ) # For the first message, force the initial tool if one is specified diff --git a/letta/agents/letta_agent.py b/letta/agents/letta_agent.py index 1b57b2c2..f896be14 100644 --- a/letta/agents/letta_agent.py +++ b/letta/agents/letta_agent.py @@ -1459,8 +1459,10 @@ class LettaAgent(BaseAgent): force_tool_call = valid_tool_names[0] allowed_tools = [enable_strict_mode(t.json_schema) for t in tools if t.name in set(valid_tool_names)] + # Extract terminal tool names from tool rules + terminal_tool_names = {rule.tool_name for rule in tool_rules_solver.terminal_tool_rules} allowed_tools = runtime_override_tool_json_schema( - tool_list=allowed_tools, response_format=agent_state.response_format, request_heartbeat=True + tool_list=allowed_tools, response_format=agent_state.response_format, request_heartbeat=True, terminal_tools=terminal_tool_names ) return ( diff --git a/letta/services/helpers/tool_parser_helper.py b/letta/services/helpers/tool_parser_helper.py index 8bc5333b..4633f91c 100644 --- a/letta/services/helpers/tool_parser_helper.py +++ b/letta/services/helpers/tool_parser_helper.py @@ -70,13 +70,16 @@ def runtime_override_tool_json_schema( tool_list: list[JsonDict], response_format: ResponseFormatUnion | None, request_heartbeat: bool = True, + terminal_tools: set[str] | None = None, ) -> list[JsonDict]: """Override the tool JSON schemas at runtime if certain conditions are met. Cases: 1. We will inject `send_message` tool calls with `response_format` if provided - 2. Tools will have an additional `request_heartbeat` parameter added. + 2. Tools will have an additional `request_heartbeat` parameter added (except for terminal tools). """ + if terminal_tools is None: + terminal_tools = set() for tool_json in tool_list: if tool_json["name"] == SEND_MESSAGE_TOOL_NAME and response_format and response_format.type != ResponseFormatType.text: if response_format.type == ResponseFormatType.json_schema: @@ -89,8 +92,8 @@ def runtime_override_tool_json_schema( "properties": {}, } if request_heartbeat: - # TODO (cliandy): see support for tool control loop parameters - if tool_json["name"] != SEND_MESSAGE_TOOL_NAME: + # Only add request_heartbeat to non-terminal tools + if tool_json["name"] not in terminal_tools: tool_json["parameters"]["properties"][REQUEST_HEARTBEAT_PARAM] = { "type": "boolean", "description": REQUEST_HEARTBEAT_DESCRIPTION, From 1c3781f68d6f394b5f77e53cd34acaa4b4b7e98e Mon Sep 17 00:00:00 2001 From: Kevin Lin Date: Mon, 25 Aug 2025 21:17:08 -0700 Subject: [PATCH 43/56] fix: patch anthropic send message tests (#4173) Co-authored-by: Sarah Wooders --- letta/llm_api/anthropic_client.py | 24 ++++++++++++++++-------- letta/schemas/message.py | 7 +++++++ tests/integration_test_send_message.py | 14 ++++++++------ 3 files changed, 31 insertions(+), 14 deletions(-) diff --git a/letta/llm_api/anthropic_client.py b/letta/llm_api/anthropic_client.py index ef54ff62..6950213f 100644 --- a/letta/llm_api/anthropic_client.py +++ b/letta/llm_api/anthropic_client.py @@ -288,13 +288,22 @@ class AnthropicClient(LLMClientBase): anthropic_tools = None thinking_enabled = False - if messages: - for message in messages: - if isinstance(message.get("content"), list): - for content_block in message["content"]: - if content_block.get("type") == "thinking": - thinking_enabled = True - break + if messages and len(messages) > 0: + # Check if the last assistant message starts with a thinking block + # Find the last assistant message + last_assistant_message = None + for message in reversed(messages): + if message.get("role") == "assistant": + last_assistant_message = message + break + + if ( + last_assistant_message + and isinstance(last_assistant_message.get("content"), list) + and len(last_assistant_message["content"]) > 0 + and last_assistant_message["content"][0].get("type") == "thinking" + ): + thinking_enabled = True try: count_params = { @@ -305,7 +314,6 @@ class AnthropicClient(LLMClientBase): if thinking_enabled: count_params["thinking"] = {"type": "enabled", "budget_tokens": 16000} - result = await client.beta.messages.count_tokens(**count_params) except: raise diff --git a/letta/schemas/message.py b/letta/schemas/message.py index 5376cd5f..2b294dad 100644 --- a/letta/schemas/message.py +++ b/letta/schemas/message.py @@ -863,6 +863,13 @@ class Message(BaseMessage): "data": content_part.data, } ) + if isinstance(content_part, TextContent): + content.append( + { + "type": "text", + "text": content_part.text, + } + ) elif text_content is not None: content.append( { diff --git a/tests/integration_test_send_message.py b/tests/integration_test_send_message.py index 344863fe..c8d794b3 100644 --- a/tests/integration_test_send_message.py +++ b/tests/integration_test_send_message.py @@ -399,7 +399,7 @@ def validate_openai_format_scrubbing(messages: List[Dict[str, Any]]) -> None: assert content is None -def validate_anthropic_format_scrubbing(messages: List[Dict[str, Any]]) -> None: +def validate_anthropic_format_scrubbing(messages: List[Dict[str, Any]], reasoning_enabled: bool) -> None: """ Validate that Anthropic/Claude format assistant messages with tool_use have no tags. Args: @@ -433,10 +433,12 @@ def validate_anthropic_format_scrubbing(messages: List[Dict[str, Any]]) -> None: # Verify that the message only contains tool_use items tool_use_items = [item for item in content_list if item.get("type") == "tool_use"] assert len(tool_use_items) > 0, "Assistant message should have at least one tool_use item" - assert len(content_list) == len(tool_use_items), ( - f"Assistant message should ONLY contain tool_use items when reasoning is disabled. " - f"Found {len(content_list)} total items but only {len(tool_use_items)} are tool_use items." - ) + + if not reasoning_enabled: + assert len(content_list) == len(tool_use_items), ( + f"Assistant message should ONLY contain tool_use items when reasoning is disabled. " + f"Found {len(content_list)} total items but only {len(tool_use_items)} are tool_use items." + ) def validate_google_format_scrubbing(contents: List[Dict[str, Any]]) -> None: @@ -1983,7 +1985,7 @@ def test_inner_thoughts_toggle_interleaved( validate_openai_format_scrubbing(messages) elif llm_config.model_endpoint_type == "anthropic": messages = response["messages"] - validate_anthropic_format_scrubbing(messages) + validate_anthropic_format_scrubbing(messages, llm_config.enable_reasoner) elif llm_config.model_endpoint_type in ["google_ai", "google_vertex"]: # Google uses 'contents' instead of 'messages' contents = response.get("contents", response.get("messages", [])) From 4d6d686c6ed2c7597a75667da49e0d6d03259a29 Mon Sep 17 00:00:00 2001 From: jnjpng Date: Mon, 25 Aug 2025 22:08:59 -0700 Subject: [PATCH 44/56] feat: generate strict-compatible schema for MCP tools with optional fields Co-authored-by: Jin Peng --- letta/functions/schema_generator.py | 37 ++- letta/functions/schema_validator.py | 25 +- tests/mcp_tests/test_mcp_schema_validation.py | 269 ++++++++++++++++++ tests/mcp_tests/test_schema_validator.py | 39 ++- tests/test_schema_validator.py | 85 ++++-- 5 files changed, 401 insertions(+), 54 deletions(-) diff --git a/letta/functions/schema_generator.py b/letta/functions/schema_generator.py index 6d050749..c6d579bf 100644 --- a/letta/functions/schema_generator.py +++ b/letta/functions/schema_generator.py @@ -608,27 +608,58 @@ def generate_tool_schema_for_mcp( # Normalise so downstream code can treat it consistently. parameters_schema.setdefault("required", []) - # Process properties to handle anyOf types + # Process properties to handle anyOf types and make optional fields strict-compatible if "properties" in parameters_schema: for field_name, field_props in parameters_schema["properties"].items(): # Handle anyOf types by flattening to type array if "anyOf" in field_props and "type" not in field_props: types = [] + format_value = None for option in field_props["anyOf"]: if "type" in option: types.append(option["type"]) + # Capture format if present (e.g., uuid format for strings) + if "format" in option and not format_value: + format_value = option["format"] if types: - field_props["type"] = types + # Deduplicate types using set + field_props["type"] = list(set(types)) + # Only add format if the field is not optional (doesn't have null type) + if format_value and len(field_props["type"]) == 1 and "null" not in field_props["type"]: + field_props["format"] = format_value # Remove the anyOf since we've flattened it del field_props["anyOf"] + # For strict mode: heal optional fields by making them required with null type + if strict and field_name not in parameters_schema["required"]: + # Field is optional - add it to required array + parameters_schema["required"].append(field_name) + + # Ensure the field can accept null to maintain optionality + if "type" in field_props: + if isinstance(field_props["type"], list): + # Already an array of types - add null if not present + if "null" not in field_props["type"]: + field_props["type"].append("null") + # Deduplicate + field_props["type"] = list(set(field_props["type"])) + elif field_props["type"] != "null": + # Single type - convert to array with null + field_props["type"] = list(set([field_props["type"], "null"])) + elif "anyOf" in field_props: + # If there's still an anyOf, ensure null is one of the options + has_null = any(opt.get("type") == "null" for opt in field_props["anyOf"]) + if not has_null: + field_props["anyOf"].append({"type": "null"}) + # Add the optional heartbeat parameter if append_heartbeat: parameters_schema["properties"][REQUEST_HEARTBEAT_PARAM] = { "type": "boolean", "description": REQUEST_HEARTBEAT_DESCRIPTION, } - parameters_schema["required"].append(REQUEST_HEARTBEAT_PARAM) + if REQUEST_HEARTBEAT_PARAM not in parameters_schema["required"]: + parameters_schema["required"].append(REQUEST_HEARTBEAT_PARAM) # Return the final schema if strict: diff --git a/letta/functions/schema_validator.py b/letta/functions/schema_validator.py index 5a78230a..dd99fd04 100644 --- a/letta/functions/schema_validator.py +++ b/letta/functions/schema_validator.py @@ -116,22 +116,20 @@ def validate_complete_json_schema(schema: Dict[str, Any]) -> Tuple[SchemaHealth, required = node.get("required") if required is None: + # TODO: @jnjpng skip this check for now, seems like OpenAI strict mode doesn't enforce this # Only mark as non-strict for nested objects, not root - if not is_root: - mark_non_strict(f"{path}: 'required' not specified for object") + # if not is_root: + # mark_non_strict(f"{path}: 'required' not specified for object") required = [] elif not isinstance(required, list): mark_invalid(f"{path}: 'required' must be a list if present") required = [] # OpenAI strict-mode extra checks: - # Check that all properties are in required array (applies to all levels) - if props: - for prop_name in props.keys(): - if prop_name not in required: - mark_non_strict( - f"{path}: property '{prop_name}' is not in required array (OpenAI strict mode requires all properties to be required)" - ) + # NOTE: We no longer flag properties not in required array as non-strict + # because we can heal these schemas by adding null to the type union + # This allows MCP tools with optional fields to be used with strict mode + # The healing happens in generate_tool_schema_for_mcp() when strict=True for req_key in required: if props and req_key not in props: @@ -169,6 +167,15 @@ def validate_complete_json_schema(schema: Dict[str, Any]) -> Tuple[SchemaHealth, # These are generally fine, but check for specific constraints pass + # TYPE ARRAYS (e.g., ["string", "null"] for optional fields) + elif isinstance(node_type, list): + # Type arrays are allowed in OpenAI strict mode + # They represent union types (e.g., string | null) + for t in node_type: + # TODO: @jnjpng handle enum types? + if t not in ["string", "number", "integer", "boolean", "null", "array", "object"]: + mark_invalid(f"{path}: Invalid type '{t}' in type array") + # UNION TYPES for kw in ("anyOf", "oneOf", "allOf"): if kw in node: diff --git a/tests/mcp_tests/test_mcp_schema_validation.py b/tests/mcp_tests/test_mcp_schema_validation.py index 46976f25..b87d1114 100644 --- a/tests/mcp_tests/test_mcp_schema_validation.py +++ b/tests/mcp_tests/test_mcp_schema_validation.py @@ -7,6 +7,7 @@ from unittest.mock import AsyncMock, MagicMock, patch import pytest from letta.functions.mcp_client.types import MCPTool, MCPToolHealth +from letta.functions.schema_generator import generate_tool_schema_for_mcp from letta.functions.schema_validator import SchemaHealth, validate_complete_json_schema @@ -185,3 +186,271 @@ async def test_add_mcp_tool_rejects_invalid_schemas(): assert exc_info.value.status_code == 400 assert "invalid schema" in exc_info.value.detail["message"].lower() assert exc_info.value.detail["health_status"] == SchemaHealth.INVALID.value + + +def test_mcp_schema_healing_for_optional_fields(): + """Test that optional fields in MCP schemas are healed only in strict mode.""" + # Create an MCP tool with optional field 'b' + mcp_tool = MCPTool( + name="test_tool", + description="A test tool", + inputSchema={ + "type": "object", + "properties": { + "a": {"type": "integer", "description": "Required field"}, + "b": {"type": "integer", "description": "Optional field"}, + }, + "required": ["a"], # Only 'a' is required + "additionalProperties": False, + }, + ) + + # Generate schema without strict mode - should NOT heal optional fields + non_strict_schema = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=False) + assert "a" in non_strict_schema["parameters"]["required"] + assert "b" not in non_strict_schema["parameters"]["required"] # Should remain optional + assert non_strict_schema["parameters"]["properties"]["b"]["type"] == "integer" # No null added + + # Validate non-strict schema - should still be STRICT_COMPLIANT because validator is relaxed + status, _ = validate_complete_json_schema(non_strict_schema["parameters"]) + assert status == SchemaHealth.STRICT_COMPLIANT + + # Generate schema with strict mode - should heal optional fields + strict_schema = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=True) + assert strict_schema["strict"] is True + assert "a" in strict_schema["parameters"]["required"] + assert "b" in strict_schema["parameters"]["required"] # Now required + assert set(strict_schema["parameters"]["properties"]["b"]["type"]) == {"integer", "null"} # Now accepts null + + # Validate strict schema + status, _ = validate_complete_json_schema(strict_schema["parameters"]) + assert status == SchemaHealth.STRICT_COMPLIANT # Should pass strict mode + + +def test_mcp_schema_healing_with_anyof(): + """Test schema healing for fields with anyOf that include optional types.""" + mcp_tool = MCPTool( + name="test_tool", + description="A test tool", + inputSchema={ + "type": "object", + "properties": { + "a": {"type": "string", "description": "Required field"}, + "b": { + "anyOf": [{"type": "integer"}, {"type": "null"}], + "description": "Optional field with anyOf", + }, + }, + "required": ["a"], # Only 'a' is required + "additionalProperties": False, + }, + ) + + # Generate strict schema + strict_schema = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=True) + assert strict_schema["strict"] is True + assert "a" in strict_schema["parameters"]["required"] + assert "b" in strict_schema["parameters"]["required"] # Now required + # Type should be flattened array with deduplication + assert set(strict_schema["parameters"]["properties"]["b"]["type"]) == {"integer", "null"} + + # Validate strict schema + status, _ = validate_complete_json_schema(strict_schema["parameters"]) + assert status == SchemaHealth.STRICT_COMPLIANT + + +def test_mcp_schema_type_deduplication(): + """Test that duplicate types are deduplicated in schema generation.""" + mcp_tool = MCPTool( + name="test_tool", + description="A test tool", + inputSchema={ + "type": "object", + "properties": { + "field": { + "anyOf": [ + {"type": "string"}, + {"type": "string"}, # Duplicate + {"type": "null"}, + ], + "description": "Field with duplicate types", + }, + }, + "required": [], + "additionalProperties": False, + }, + ) + + # Generate strict schema + strict_schema = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=True) + + # Check that duplicates were removed + field_types = strict_schema["parameters"]["properties"]["field"]["type"] + assert len(field_types) == len(set(field_types)) # No duplicates + assert set(field_types) == {"string", "null"} + + +def test_mcp_schema_healing_preserves_existing_null(): + """Test that schema healing doesn't add duplicate null when it already exists.""" + mcp_tool = MCPTool( + name="test_tool", + description="A test tool", + inputSchema={ + "type": "object", + "properties": { + "field": { + "type": ["string", "null"], # Already has null + "description": "Field that already accepts null", + }, + }, + "required": [], # Optional + "additionalProperties": False, + }, + ) + + # Generate strict schema + strict_schema = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=True) + + # Check that null wasn't duplicated + field_types = strict_schema["parameters"]["properties"]["field"]["type"] + null_count = field_types.count("null") + assert null_count == 1 # Should only have one null + + +def test_mcp_schema_healing_all_fields_already_required(): + """Test that schema healing works correctly when all fields are already required.""" + mcp_tool = MCPTool( + name="test_tool", + description="A test tool", + inputSchema={ + "type": "object", + "properties": { + "a": {"type": "string", "description": "Field A"}, + "b": {"type": "integer", "description": "Field B"}, + }, + "required": ["a", "b"], # All fields already required + "additionalProperties": False, + }, + ) + + # Generate strict schema + strict_schema = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=True) + + # Check that fields remain as-is + assert set(strict_schema["parameters"]["required"]) == {"a", "b"} + assert strict_schema["parameters"]["properties"]["a"]["type"] == "string" + assert strict_schema["parameters"]["properties"]["b"]["type"] == "integer" + + # Should be strict compliant + status, _ = validate_complete_json_schema(strict_schema["parameters"]) + assert status == SchemaHealth.STRICT_COMPLIANT + + +def test_mcp_schema_with_uuid_format(): + """Test handling of UUID format in anyOf schemas (root cause of duplicate string types).""" + mcp_tool = MCPTool( + name="test_tool", + description="A test tool with UUID formatted field", + inputSchema={ + "type": "object", + "properties": { + "session_id": { + "anyOf": [{"type": "string"}, {"format": "uuid", "type": "string"}, {"type": "null"}], + "description": "Session ID that can be a string, UUID, or null", + }, + }, + "required": [], + "additionalProperties": False, + }, + ) + + # Generate strict schema + strict_schema = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=True) + + # Check that string type is not duplicated + session_props = strict_schema["parameters"]["properties"]["session_id"] + assert set(session_props["type"]) == {"string", "null"} # No duplicate strings + # Format should NOT be preserved because field is optional (has null type) + assert "format" not in session_props + + # Should be in required array (healed) + assert "session_id" in strict_schema["parameters"]["required"] + + # Should be strict compliant + status, _ = validate_complete_json_schema(strict_schema["parameters"]) + assert status == SchemaHealth.STRICT_COMPLIANT + + +def test_mcp_schema_healing_only_in_strict_mode(): + """Test that schema healing only happens in strict mode.""" + mcp_tool = MCPTool( + name="test_tool", + description="Test that healing only happens in strict mode", + inputSchema={ + "type": "object", + "properties": { + "required_field": {"type": "string", "description": "Already required"}, + "optional_field1": {"type": "integer", "description": "Optional 1"}, + "optional_field2": {"type": "boolean", "description": "Optional 2"}, + }, + "required": ["required_field"], + "additionalProperties": False, + }, + ) + + # Test with strict=False - no healing + non_strict = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=False) + assert "strict" not in non_strict # strict flag not set + assert non_strict["parameters"]["required"] == ["required_field"] # Only originally required field + assert non_strict["parameters"]["properties"]["required_field"]["type"] == "string" + assert non_strict["parameters"]["properties"]["optional_field1"]["type"] == "integer" # No null + assert non_strict["parameters"]["properties"]["optional_field2"]["type"] == "boolean" # No null + + # Test with strict=True - healing happens + strict = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=True) + assert strict["strict"] is True # strict flag is set + assert set(strict["parameters"]["required"]) == {"required_field", "optional_field1", "optional_field2"} + assert strict["parameters"]["properties"]["required_field"]["type"] == "string" + assert set(strict["parameters"]["properties"]["optional_field1"]["type"]) == {"integer", "null"} + assert set(strict["parameters"]["properties"]["optional_field2"]["type"]) == {"boolean", "null"} + + # Both should be strict compliant (validator is relaxed) + status1, _ = validate_complete_json_schema(non_strict["parameters"]) + status2, _ = validate_complete_json_schema(strict["parameters"]) + assert status1 == SchemaHealth.STRICT_COMPLIANT + assert status2 == SchemaHealth.STRICT_COMPLIANT + + +def test_mcp_schema_with_uuid_format_required_field(): + """Test that UUID format is preserved for required fields that don't have null type.""" + mcp_tool = MCPTool( + name="test_tool", + description="A test tool with required UUID formatted field", + inputSchema={ + "type": "object", + "properties": { + "session_id": { + "anyOf": [{"type": "string"}, {"format": "uuid", "type": "string"}], + "description": "Session ID that must be a string with UUID format", + }, + }, + "required": ["session_id"], # Required field + "additionalProperties": False, + }, + ) + + # Generate strict schema + strict_schema = generate_tool_schema_for_mcp(mcp_tool, append_heartbeat=False, strict=True) + + # Check that string type is not duplicated and format IS preserved + session_props = strict_schema["parameters"]["properties"]["session_id"] + assert session_props["type"] == ["string"] # No null, no duplicates + assert "format" in session_props + assert session_props["format"] == "uuid" # Format should be preserved for non-optional field + + # Should be in required array + assert "session_id" in strict_schema["parameters"]["required"] + + # Should be strict compliant + status, _ = validate_complete_json_schema(strict_schema["parameters"]) + assert status == SchemaHealth.STRICT_COMPLIANT diff --git a/tests/mcp_tests/test_schema_validator.py b/tests/mcp_tests/test_schema_validator.py index 0d675e0b..b753267b 100644 --- a/tests/mcp_tests/test_schema_validator.py +++ b/tests/mcp_tests/test_schema_validator.py @@ -236,21 +236,21 @@ class TestSchemaValidator: assert any("dict" in reason for reason in reasons) def test_schema_with_defaults_non_strict(self): - """Test that root-level schemas without required field are NON_STRICT_ONLY.""" + """Test that root-level schemas without required field are STRICT_COMPLIANT (validator is relaxed).""" schema = { "type": "object", "properties": {"name": {"type": "string"}, "optional": {"type": "string"}}, - # Missing "required" field at root level - all properties must be required for strict mode + # Missing "required" field at root level - validator now accepts this "additionalProperties": False, } status, reasons = validate_complete_json_schema(schema) - # Root level without all properties required should be NON_STRICT_ONLY - assert status == SchemaHealth.NON_STRICT_ONLY - assert any("not in required array" in reason for reason in reasons) + # Validator is relaxed - schemas with optional fields are now STRICT_COMPLIANT + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] def test_composio_schema_with_optional_root_properties_non_strict(self): - """Test that Composio-like schemas with optional root properties are NON_STRICT_ONLY.""" + """Test that Composio-like schemas with optional root properties are STRICT_COMPLIANT (validator is relaxed).""" schema = { "type": "object", "properties": { @@ -264,28 +264,28 @@ class TestSchemaValidator: } status, reasons = validate_complete_json_schema(schema) - assert status == SchemaHealth.NON_STRICT_ONLY - assert any("not in required array" in reason for reason in reasons) + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] def test_root_level_without_required_non_strict(self): - """Test that root-level objects without 'required' field are NON_STRICT_ONLY.""" + """Test that root-level objects without 'required' field are STRICT_COMPLIANT (validator is relaxed).""" schema = { "type": "object", "properties": { "name": {"type": "string"}, "age": {"type": "integer"}, }, - # No "required" field at root level - all properties must be required for strict mode + # No "required" field at root level - validator now accepts this "additionalProperties": False, } status, reasons = validate_complete_json_schema(schema) - # Root level without required should be NON_STRICT_ONLY - assert status == SchemaHealth.NON_STRICT_ONLY - assert any("not in required array" in reason for reason in reasons) + # Validator is relaxed - accepts schemas without required field + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] def test_nested_object_without_required_non_strict(self): - """Test that nested objects without 'required' remain NON_STRICT_ONLY.""" + """Test that nested objects without 'required' are STRICT_COMPLIANT (validator is relaxed).""" schema = { "type": "object", "properties": { @@ -309,12 +309,11 @@ class TestSchemaValidator: } status, reasons = validate_complete_json_schema(schema) - assert status == SchemaHealth.NON_STRICT_ONLY - # Should have warning about nested preferences object missing 'required' - assert any("required" in reason and "preferences" in reason for reason in reasons) + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] def test_user_example_schema_non_strict(self): - """Test the user's example schema with optional properties - should be NON_STRICT_ONLY.""" + """Test the user's example schema with optional properties - now STRICT_COMPLIANT (validator is relaxed).""" schema = { "type": "object", "properties": { @@ -326,8 +325,8 @@ class TestSchemaValidator: } status, reasons = validate_complete_json_schema(schema) - assert status == SchemaHealth.NON_STRICT_ONLY - assert any("property 'b' is not in required array" in reason for reason in reasons) + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] def test_all_properties_required_strict_compliant(self): """Test that schemas with all properties required are STRICT_COMPLIANT.""" diff --git a/tests/test_schema_validator.py b/tests/test_schema_validator.py index b3ee314e..ffa52039 100644 --- a/tests/test_schema_validator.py +++ b/tests/test_schema_validator.py @@ -5,8 +5,8 @@ Test schema validation for OpenAI strict mode compliance. from letta.functions.schema_validator import SchemaHealth, validate_complete_json_schema -def test_user_example_schema_not_strict(): - """Test the user's provided example schema is correctly marked as NON_STRICT_ONLY.""" +def test_user_example_schema_now_strict(): + """Test that schemas with optional fields are now considered STRICT_COMPLIANT (will be healed).""" schema = { "properties": { "a": {"title": "A", "type": "integer"}, @@ -23,11 +23,9 @@ def test_user_example_schema_not_strict(): status, reasons = validate_complete_json_schema(schema) - # Should be NON_STRICT_ONLY because not all properties are required - assert status == SchemaHealth.NON_STRICT_ONLY - assert len(reasons) > 0 - # Check that the reason mentions property 'b' not being required - assert any("property 'b' is not in required array" in reason for reason in reasons) + # Should now be STRICT_COMPLIANT because we can heal optional fields + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] def test_all_properties_required_is_strict(): @@ -49,8 +47,8 @@ def test_all_properties_required_is_strict(): assert reasons == [] -def test_nested_object_missing_required_not_strict(): - """Test that nested objects with missing required properties are NON_STRICT_ONLY.""" +def test_nested_object_missing_required_now_strict(): + """Test that nested objects with optional fields are now STRICT_COMPLIANT (will be healed).""" schema = { "type": "object", "properties": { @@ -71,10 +69,9 @@ def test_nested_object_missing_required_not_strict(): status, reasons = validate_complete_json_schema(schema) - # Should be NON_STRICT_ONLY because nested object doesn't require all properties - assert status == SchemaHealth.NON_STRICT_ONLY - assert len(reasons) > 0 - assert any("optional_field" in reason and "not in required array" in reason for reason in reasons) + # Should now be STRICT_COMPLIANT because we can heal optional fields + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] def test_nested_object_all_required_is_strict(): @@ -190,27 +187,24 @@ def test_complex_schema_with_arrays(): assert reasons == [] -def test_fastmcp_tool_schema_not_strict(): - """Test that a schema from FastMCP with optional field 'b' is marked as NON_STRICT_ONLY.""" +def test_fastmcp_tool_schema_now_strict(): + """Test that a schema from FastMCP with optional field 'b' is now STRICT_COMPLIANT.""" # This is the exact schema format provided by the user schema = { "properties": { "a": {"title": "A", "type": "integer"}, "b": {"anyOf": [{"type": "integer"}, {"type": "null"}], "default": None, "title": "B"}, }, - "required": ["a"], # Only 'a' is required, violates strict mode requirement + "required": ["a"], # Only 'a' is required, but we can heal this "type": "object", "additionalProperties": False, } status, reasons = validate_complete_json_schema(schema) - # Should be NON_STRICT_ONLY because 'b' is not in the required array - # Even though 'b' accepts null (making it optional), OpenAI strict mode - # requires ALL properties to be in the required array - assert status == SchemaHealth.NON_STRICT_ONLY - assert len(reasons) > 0 - assert any("property 'b' is not in required array" in reason for reason in reasons) + # Should now be STRICT_COMPLIANT because we can heal optional fields + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] def test_union_types_with_anyof(): @@ -235,3 +229,50 @@ def test_union_types_with_anyof(): # Should be STRICT_COMPLIANT - anyOf is allowed and all properties are required assert status == SchemaHealth.STRICT_COMPLIANT assert reasons == [] + + +def test_healed_schema_with_type_array(): + """Test that healed schemas with type arrays including null are STRICT_COMPLIANT.""" + # This represents a schema that has been healed by adding null to optional fields + schema = { + "type": "object", + "properties": { + "required_field": {"type": "string"}, + "optional_field": {"type": ["integer", "null"]}, # Healed: was optional, now required with null + }, + "required": ["required_field", "optional_field"], # All fields now required + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be STRICT_COMPLIANT since all properties are required + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] + + +def test_healed_nested_schema(): + """Test that healed nested schemas are STRICT_COMPLIANT.""" + schema = { + "type": "object", + "properties": { + "config": { + "type": "object", + "properties": { + "host": {"type": "string"}, + "port": {"type": ["integer", "null"]}, # Healed optional field + "timeout": {"type": ["number", "null"]}, # Healed optional field + }, + "required": ["host", "port", "timeout"], # All fields required after healing + "additionalProperties": False, + } + }, + "required": ["config"], + "additionalProperties": False, + } + + status, reasons = validate_complete_json_schema(schema) + + # Should be STRICT_COMPLIANT after healing + assert status == SchemaHealth.STRICT_COMPLIANT + assert reasons == [] From 5bb13d9baa32483c561bdb25e7393291a89a0e61 Mon Sep 17 00:00:00 2001 From: cthomas Date: Tue, 26 Aug 2025 10:52:36 -0700 Subject: [PATCH 45/56] feat: add background filter to list runs endpoint (#4196) --- letta/server/rest_api/routers/v1/agents.py | 1 + letta/server/rest_api/routers/v1/runs.py | 20 +++++++++++++++----- 2 files changed, 16 insertions(+), 5 deletions(-) diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index b1a97f9e..084f2345 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -1206,6 +1206,7 @@ async def send_message_streaming( metadata={ "job_type": "send_message_streaming", "agent_id": agent_id, + "background": request.background or False, }, request_config=LettaRequestConfig( use_assistant_message=request.use_assistant_message, diff --git a/letta/server/rest_api/routers/v1/runs.py b/letta/server/rest_api/routers/v1/runs.py index d9dcf84a..2d0085e4 100644 --- a/letta/server/rest_api/routers/v1/runs.py +++ b/letta/server/rest_api/routers/v1/runs.py @@ -24,6 +24,7 @@ router = APIRouter(prefix="/runs", tags=["runs"]) def list_runs( server: "SyncServer" = Depends(get_letta_server), agent_ids: Optional[List[str]] = Query(None, description="The unique identifier of the agent associated with the run."), + background: Optional[bool] = Query(False, description="If True, filters for runs that were created in background mode."), actor_id: Optional[str] = Header(None, alias="user_id"), # Extract user_id from header, default to None if not present ): """ @@ -33,16 +34,20 @@ def list_runs( runs = [Run.from_job(job) for job in server.job_manager.list_jobs(actor=actor, job_type=JobType.RUN)] - if not agent_ids: - return runs + if agent_ids: + runs = [run for run in runs if "agent_id" in run.metadata and run.metadata["agent_id"] in agent_ids] - return [run for run in runs if "agent_id" in run.metadata and run.metadata["agent_id"] in agent_ids] + if background: + runs = [run for run in runs if "background" in run.metadata and run.metadata["background"]] + + return runs @router.get("/active", response_model=List[Run], operation_id="list_active_runs") def list_active_runs( server: "SyncServer" = Depends(get_letta_server), agent_ids: Optional[List[str]] = Query(None, description="The unique identifier of the agent associated with the run."), + background: Optional[bool] = Query(False, description="If True, filters for runs that were created in background mode."), actor_id: Optional[str] = Header(None, alias="user_id"), # Extract user_id from header, default to None if not present ): """ @@ -55,9 +60,14 @@ def list_active_runs( active_runs = [Run.from_job(job) for job in active_runs] if not agent_ids: - return active_runs + runs = active_runs + else: + runs = [run for run in active_runs if "agent_id" in run.metadata and run.metadata["agent_id"] in agent_ids] - return [run for run in active_runs if "agent_id" in run.metadata and run.metadata["agent_id"] in agent_ids] + if background: + runs = [run for run in runs if "background" in run.metadata and run.metadata["background"]] + + return runs @router.get("/{run_id}", response_model=Run, operation_id="retrieve_run") From 45c4dbd5e8d3a82d7a20d64a598888eddc67998e Mon Sep 17 00:00:00 2001 From: Kian Jones <11655409+kianjones9@users.noreply.github.com> Date: Tue, 26 Aug 2025 11:51:31 -0700 Subject: [PATCH 46/56] chore(ci): Add `uv` support and use for unit tests (#4127) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * cherrypick just relevant commits? * make work with poetry * update poetry? * regen? * change tests and dev to dependency groups instead of optional extras * Fix Poetry/UV compatibility issues - Fix sqlite-vec dependency: Remove optional flag from Poetry section to match main deps - Regenerate poetry.lock to sync with pyproject.toml changes - Test both package managers successfully: - Poetry: `poetry install --with dev --with test -E postgres -E external-tools -E cloud-tool-sandbox` - UV: `uv sync --group dev --group test --extra postgres --extra external-tools --extra cloud-tool-sandbox` Resolves Poetry lock sync errors and ensures sqlite-vec is available for tests. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude * more robust pip install * Fix fern SDK wheel installation in CI workflow Replace unreliable command substitution with proper error handling: - Check if directory exists before attempting to find wheels - Store wheel file path in variable to avoid empty arguments - Provide clear error messages when directory/wheels are missing - Prevents "required arguments were not provided" error in uv pip install Fixes: error: the following required arguments were not provided: 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude * debugging * trigger CI * ls * revert whl installation to -e * programmatic HIT version insertion * version templating properly * set var properly * labelling * remove version insertion * ? * try using sed '2r /dev/stdin' * version * try again smh * not trigger on poetry version * only add once * filter only for project not poetry * hand re-construct the file * save tail? * fix docker command * please please please * rename test -> tests * update poetry and rename group to -E * move async into tests extra and regen lock files and add sqlite extra * remove loading cached venv from cloud api integration * add uv dependency to CI runners * test removing the custom event loop * regen poetry.lock and try to fix async tests * wrap async pg exception and event loop tweak in plugins * remove event loop from plugins test and remove caching from cloud-api-integration-test * migrate all tests away from event loop for pytest-asyncio * pin firecrawl * pin e2b * take claude's suggestion * deeper down the claude rabbit hole * increase timeout for httpbin.org --------- Co-authored-by: Claude --- poetry.lock | 3186 +++++----- pyproject.toml | 90 + tests/conftest.py | 32 + tests/integration_test_agent_tool_graph.py | 7 - tests/integration_test_async_tool_sandbox.py | 2 +- tests/integration_test_builtin_tools.py | 4 +- tests/integration_test_modal_sandbox_v2.py | 28 +- tests/test_agent_serialization_v2.py | 9 - tests/test_letta_agent_batch.py | 8 - tests/test_managers.py | 314 +- tests/test_plugins.py | 8 +- tests/test_provider_trace.py | 6 +- tests/test_redis_client.py | 2 +- tests/test_server.py | 6 +- tests/test_utils.py | 17 +- uv.lock | 5958 ++++++++++++++++++ 16 files changed, 7674 insertions(+), 2003 deletions(-) create mode 100644 uv.lock diff --git a/poetry.lock b/poetry.lock index 7b6b0f45..b87ed0c3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aioboto3" @@ -6,8 +6,6 @@ version = "14.3.0" description = "Async boto3 wrapper" optional = true python-versions = "<4.0,>=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "aioboto3-14.3.0-py3-none-any.whl", hash = "sha256:aec5de94e9edc1ffbdd58eead38a37f00ddac59a519db749a910c20b7b81bca7"}, {file = "aioboto3-14.3.0.tar.gz", hash = "sha256:1d18f88bb56835c607b62bb6cb907754d717bedde3ddfff6935727cb48a80135"}, @@ -27,8 +25,6 @@ version = "2.22.0" description = "Async client for aws services using botocore and aiohttp" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "aiobotocore-2.22.0-py3-none-any.whl", hash = "sha256:b4e6306f79df9d81daff1f9d63189a2dbee4b77ce3ab937304834e35eaaeeccf"}, {file = "aiobotocore-2.22.0.tar.gz", hash = "sha256:11091477266b75c2b5d28421c1f2bc9a87d175d0b8619cb830805e7a113a170b"}, @@ -54,8 +50,6 @@ version = "24.1.0" description = "File support for asyncio." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"}, {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"}, @@ -67,7 +61,6 @@ version = "2.6.1" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"}, {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"}, @@ -79,7 +72,6 @@ version = "3.12.15" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b6fc902bff74d9b1879ad55f5404153e2b33a82e72a95c89cec5eb6cc9e92fbc"}, {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:098e92835b8119b54c693f2f88a1dec690e20798ca5f5fe5f0520245253ee0af"}, @@ -179,7 +171,7 @@ propcache = ">=0.2.0" yarl = ">=1.17.0,<2.0" [package.extras] -speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""] +speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"] [[package]] name = "aiohttp-retry" @@ -187,8 +179,6 @@ version = "2.9.1" description = "Simple retry client for aiohttp" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"pinecone\" or extra == \"all\"" files = [ {file = "aiohttp_retry-2.9.1-py3-none-any.whl", hash = "sha256:66d2759d1921838256a05a3f80ad7e724936f083e35be5abb5e16eed6be6dc54"}, {file = "aiohttp_retry-2.9.1.tar.gz", hash = "sha256:8eb75e904ed4ee5c2ec242fefe85bf04240f685391c4879d8f541d6028ff01f1"}, @@ -203,8 +193,6 @@ version = "0.12.0" description = "itertools and builtins for AsyncIO and mixed iterables" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"bedrock\"" files = [ {file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"}, {file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"}, @@ -220,14 +208,13 @@ version = "0.9.1" description = "AsyncIO version of the standard multiprocessing module" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "aiomultiprocess-0.9.1-py3-none-any.whl", hash = "sha256:3a7b3bb3c38dbfb4d9d1194ece5934b6d32cf0280e8edbe64a7d215bba1322c6"}, {file = "aiomultiprocess-0.9.1.tar.gz", hash = "sha256:f0231dbe0291e15325d7896ebeae0002d95a4f2675426ca05eb35f24c60e495b"}, ] [package.extras] -dev = ["attribution (==1.7.1)", "black (==24.4.0)", "coverage (==7.4.4)", "flake8 (==7.0.0)", "flake8-bugbear (==24.4.21)", "flit (==3.9.0)", "mypy (==1.9.0)", "usort (==1.0.8.post1)", "uvloop (==0.19.0) ; sys_platform != \"win32\""] +dev = ["attribution (==1.7.1)", "black (==24.4.0)", "coverage (==7.4.4)", "flake8 (==7.0.0)", "flake8-bugbear (==24.4.21)", "flit (==3.9.0)", "mypy (==1.9.0)", "usort (==1.0.8.post1)", "uvloop (==0.19.0)"] docs = ["sphinx (==7.3.7)", "sphinx-mdinclude (==0.6.0)"] [[package]] @@ -236,7 +223,6 @@ version = "1.4.0" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"}, {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"}, @@ -252,7 +238,6 @@ version = "0.21.0" description = "asyncio bridge to the standard sqlite3 module" optional = false python-versions = ">=3.9" -groups = ["main", "sqlite"] files = [ {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"}, {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"}, @@ -271,7 +256,6 @@ version = "1.16.4" description = "A database migration tool for SQLAlchemy." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "alembic-1.16.4-py3-none-any.whl", hash = "sha256:b05e51e8e82efc1abd14ba2af6392897e145930c3e0a2faf2b0da2f7f7fd660d"}, {file = "alembic-1.16.4.tar.gz", hash = "sha256:efab6ada0dd0fae2c92060800e0bf5c1dc26af15a10e02fb4babff164b4725e2"}, @@ -291,7 +275,6 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = 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{file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"}, @@ -348,8 +329,6 @@ version = "0.1.4" description = "Disable App Nap on macOS >= 10.9" optional = false python-versions = ">=3.6" -groups = ["dev"] -markers = "platform_system == \"Darwin\"" files = [ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, @@ -361,7 +340,6 @@ version = "3.11.0" description = "In-process task scheduler with Cron-like capabilities" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "APScheduler-3.11.0-py3-none-any.whl", hash = "sha256:fc134ca32e50f5eadcc4938e3a4545ab19131435e851abb40b34d63d5141c6da"}, {file = "apscheduler-3.11.0.tar.gz", hash = "sha256:4c622d250b0955a65d5d0eb91c33e6d43fd879834bf541e0a18661ae60460133"}, @@ -378,7 +356,7 @@ mongodb = ["pymongo (>=3.0)"] redis = ["redis (>=3.0)"] rethinkdb = ["rethinkdb (>=2.4.0)"] sqlalchemy = ["sqlalchemy (>=1.4)"] -test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6 ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "anyio (>=4.5.2)", "gevent ; python_version < \"3.14\"", "pytest", "pytz", "twisted ; python_version < \"3.14\""] +test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6", "anyio (>=4.5.2)", "gevent", "pytest", "pytz", "twisted"] tornado = ["tornado (>=4.3)"] twisted = ["twisted"] zookeeper = ["kazoo"] @@ -389,7 +367,6 @@ version = "3.6.2" description = "Bash tab completion for argparse" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591"}, {file = "argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf"}, @@ -404,8 +381,6 @@ version = "1.5.1" description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP" optional = true python-versions = "*" -groups = ["main"] -markers = "extra == \"postgres\" or extra == \"all\"" files = [ {file = "asn1crypto-1.5.1-py2.py3-none-any.whl", hash = "sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67"}, {file = "asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c"}, @@ -417,12 +392,10 @@ version = "3.0.0" description = "Annotate AST trees with source code positions" optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"}, {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] astroid = ["astroid (>=2,<4)"] @@ -434,8 +407,6 @@ version = "5.0.1" description = "Timeout context manager for asyncio programs" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "(extra == \"redis\" or extra == \"all\") and python_full_version < \"3.11.3\" and python_version == \"3.11\"" files = [ {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, @@ -447,8 +418,6 @@ version = "0.30.0" description = "An asyncio PostgreSQL driver" optional = true python-versions = ">=3.8.0" -groups = ["main"] -markers = "extra == \"postgres\"" files = [ {file = 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"sspilib", "uvloop (>=0.15.3)"] [[package]] name = "attrs" @@ -512,19 +481,18 @@ version = "25.3.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"}, {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"}, ] [package.extras] -benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"] -tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""] +tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] [[package]] name = "autoflake" @@ -532,8 +500,6 @@ version = "2.3.1" description = "Removes unused imports and unused variables" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "autoflake-2.3.1-py3-none-any.whl", hash = "sha256:3ae7495db9084b7b32818b4140e6dc4fc280b712fb414f5b8fe57b0a8e85a840"}, {file = "autoflake-2.3.1.tar.gz", hash = "sha256:c98b75dc5b0a86459c4f01a1d32ac7eb4338ec4317a4469515ff1e687ecd909e"}, @@ -548,7 +514,6 @@ version = "2.2.0" description = "A prompt programming language" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "banks-2.2.0-py3-none-any.whl", hash = "sha256:963cd5c85a587b122abde4f4064078def35c50c688c1b9d36f43c92503854e7d"}, {file = "banks-2.2.0.tar.gz", hash = "sha256:d1446280ce6e00301e3e952dd754fd8cee23ff277d29ed160994a84d0d7ffe62"}, @@ -570,7 +535,6 @@ version = "4.3.0" description = "Modern password hashing for your software and your servers" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = 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@@ isort = ">=4.3.21,<6.0" jinja2 = ">=2.10.1,<4.0" packaging = "*" pydantic = [ + {version = ">=1.10.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.11\" and python_version < \"3.12\""}, {version = ">=1.10.0,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.12\" and python_version < \"4.0\""}, - {version = ">=1.10.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.11\" and python_version < \"4.0\""}, ] pyyaml = ">=6.0.1" @@ -1474,7 +1392,6 @@ version = "1.8.16" description = "An implementation of the Debug Adapter Protocol for Python" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "debugpy-1.8.16-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:2a3958fb9c2f40ed8ea48a0d34895b461de57a1f9862e7478716c35d76f56c65"}, {file = "debugpy-1.8.16-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e5ca7314042e8a614cc2574cd71f6ccd7e13a9708ce3c6d8436959eae56f2378"}, @@ -1510,12 +1427,10 @@ version = "5.2.1" description = "Decorators for Humans" optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"}, {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [[package]] name = "defusedxml" @@ -1523,7 +1438,6 @@ version = "0.7.1" description = "XML bomb protection for Python stdlib modules" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -groups = ["main"] files = [ {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"}, {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"}, @@ -1535,7 +1449,6 @@ version = "3.0.6" description = "encoder, decoder, and lint/validator for JSON (JavaScript Object Notation) compliant with RFC 7159" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "demjson3-3.0.6.tar.gz", hash = "sha256:37c83b0c6eb08d25defc88df0a2a4875d58a7809a9650bd6eee7afd8053cdbac"}, ] @@ -1546,7 +1459,6 @@ version = "1.2.18" description = "Python @deprecated decorator to deprecate old python classes, functions or methods." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" -groups = ["main"] files = [ {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"}, {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"}, @@ -1556,7 +1468,7 @@ files = [ wrapt = ">=1.10,<2" [package.extras] -dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"] +dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"] [[package]] name = "dirtyjson" @@ -1564,7 +1476,6 @@ version = "1.0.8" description = "JSON decoder for Python that can extract data from the muck" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "dirtyjson-1.0.8-py3-none-any.whl", hash = "sha256:125e27248435a58acace26d5c2c4c11a1c0de0a9c5124c5a94ba78e517d74f53"}, {file = "dirtyjson-1.0.8.tar.gz", hash = "sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd"}, @@ -1576,8 +1487,6 @@ version = "0.4.0" description = "Distribution utilities" optional = true python-versions = "*" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"}, {file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"}, @@ -1589,7 +1498,6 @@ version = "1.9.0" description = "Distro - an OS platform information API" optional = false python-versions = ">=3.6" -groups = ["main"] files = [ {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, @@ -1601,7 +1509,6 @@ version = "2.7.0" description = "DNS toolkit" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"}, {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"}, @@ -1622,8 +1529,6 @@ version = "7.1.0" description = "A Python library for the Docker Engine API." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"}, {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"}, @@ -1646,7 +1551,6 @@ version = "0.16" description = "Parse Python docstrings in reST, Google and Numpydoc format" optional = false python-versions = ">=3.6,<4.0" -groups = ["main"] files = [ {file = "docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637"}, {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"}, @@ -1658,8 +1562,6 @@ version = "1.11.1" description = "E2B SDK that give agents cloud environments" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "e2b-1.11.1-py3-none-any.whl", hash = "sha256:1ecb123873788472731c101939a494ab852cbcce0f913df6f7ecb194ae932130"}, {file = "e2b-1.11.1.tar.gz", hash = "sha256:7f7b6f238208d0a23353bb0da01f91a924321b57c61b176506862cbc1493ce8c"}, @@ -1680,8 +1582,6 @@ version = "1.5.2" description = "E2B Code Interpreter - Stateful code execution" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"cloud-tool-sandbox\"" files = [ {file = "e2b_code_interpreter-1.5.2-py3-none-any.whl", hash = "sha256:5c3188d8f25226b28fef4b255447cc6a4c36afb748bdd5180b45be486d5169f3"}, {file = "e2b_code_interpreter-1.5.2.tar.gz", hash = "sha256:3bd6ea70596290e85aaf0a2f19f28bf37a5e73d13086f5e6a0080bb591c5a547"}, @@ -1698,7 +1598,6 @@ version = "2.2.0" description = "A robust email address syntax and deliverability validation library." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"}, {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"}, @@ -1714,7 +1613,6 @@ version = "0.2.2" description = "Like `typing._eval_type`, but lets older Python versions use newer typing features." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "eval_type_backport-0.2.2-py3-none-any.whl", hash = "sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a"}, {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"}, @@ -1729,15 +1627,13 @@ version = "2.2.0" description = "Get the currently executing AST node of a frame, and other information" optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"}, {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"}, ] -markers = {main = "extra == \"dev\" or extra == \"all\""} [package.extras] -tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""] +tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"] [[package]] name = "faker" @@ -1745,7 +1641,6 @@ version = "36.2.3" description = "Faker is a Python package that generates fake data for you." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "Faker-36.2.3-py3-none-any.whl", hash = "sha256:7ca995d65ec08d013f3c1230da7f628cb2c169a77e89cd265d7a59f443f0febd"}, {file = "faker-36.2.3.tar.gz", hash = "sha256:1ed2d7a9c3a5657fc11a4298e8cf19f71d83740560d4ed0895b30399d482d538"}, @@ -1760,7 +1655,6 @@ version = "0.115.14" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"}, {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"}, @@ -1777,29 +1671,21 @@ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "htt [[package]] name = "filelock" -version = "3.18.0" +version = "3.19.1" description = "A platform independent file lock." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"all\"" files = [ - {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"}, - {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"}, + {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"}, + {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"}, ] -[package.extras] -docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"] -testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"] -typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""] - [[package]] name = "filetype" version = "1.2.0" description = "Infer file type and MIME type of any file/buffer. No external dependencies." optional = false python-versions = "*" -groups = ["main"] files = [ {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"}, {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"}, @@ -1811,8 +1697,6 @@ version = "2.16.5" description = "Python SDK for Firecrawl API" optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"external-tools\"" files = [ {file = "firecrawl_py-2.16.5-py3-none-any.whl", hash = "sha256:3caed19b8f21522ab9c2193c2226990f2468e6bc5669ef54aa156e4230a5e35e"}, {file = "firecrawl_py-2.16.5.tar.gz", hash = "sha256:7f5186bba359a426140a6827b550a604e62bfbeda33ded757952899b1cca4c83"}, @@ -1828,15 +1712,13 @@ websockets = "*" [[package]] name = "flask" -version = "3.1.1" +version = "3.1.2" description = "A simple framework for building complex web applications." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ - {file = "flask-3.1.1-py3-none-any.whl", hash = "sha256:07aae2bb5eaf77993ef57e357491839f5fd9f4dc281593a81a9e4d79a24f295c"}, - {file = "flask-3.1.1.tar.gz", hash = "sha256:284c7b8f2f58cb737f0cf1c30fd7eaf0ccfcde196099d24ecede3fc2005aa59e"}, + {file = "flask-3.1.2-py3-none-any.whl", hash = "sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c"}, + {file = "flask-3.1.2.tar.gz", hash = "sha256:bf656c15c80190ed628ad08cdfd3aaa35beb087855e2f494910aa3774cc4fd87"}, ] [package.dependencies] @@ -1857,8 +1739,6 @@ version = "6.0.1" description = "A Flask extension simplifying CORS support" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\"" files = [ {file = "flask_cors-6.0.1-py3-none-any.whl", hash = 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(Only handles plain text for now.)" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "pyperclip-1.9.0.tar.gz", hash = "sha256:b7de0142ddc81bfc5c7507eea19da920b92252b548b96186caf94a5e2527d310"}, ] @@ -6676,8 +6430,6 @@ version = "3.5.4" description = "A python implementation of GNU readline." optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "sys_platform == \"win32\"" files = [ {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"}, {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"}, @@ -6688,15 +6440,13 @@ dev = ["build", "flake8", "mypy", "pytest", "twine"] [[package]] name = "pyright" -version = "1.1.403" +version = "1.1.404" description = "Command line wrapper for pyright" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"dev\" or extra == \"desktop\" or extra 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results as JSON files" optional = false python-versions = "*" -groups = ["dev,tests"] files = [ {file = "pytest-json-report-1.5.0.tar.gz", hash = "sha256:2dde3c647851a19b5f3700729e8310a6e66efb2077d674f27ddea3d34dc615de"}, {file = "pytest_json_report-1.5.0-py3-none-any.whl", hash = "sha256:9897b68c910b12a2e48dd849f9a284b2c79a732a8a9cb398452ddd23d3c8c325"}, @@ -6788,7 +6532,6 @@ version = "3.1.1" description = "pytest plugin for test session metadata" optional = false python-versions = ">=3.8" -groups = ["dev,tests"] files = [ {file = "pytest_metadata-3.1.1-py3-none-any.whl", hash = "sha256:c8e0844db684ee1c798cfa38908d20d67d0463ecb6137c72e91f418558dd5f4b"}, {file = "pytest_metadata-3.1.1.tar.gz", hash = "sha256:d2a29b0355fbc03f168aa96d41ff88b1a3b44a3b02acbe491801c98a048017c8"}, @@ -6806,7 +6549,6 @@ version = "3.14.1" description = "Thin-wrapper around the mock package for easier use with pytest" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = 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extra == \"desktop\" or extra == \"all\"" files = [ {file = "python_socketio-5.13.0-py3-none-any.whl", hash = "sha256:51f68d6499f2df8524668c24bcec13ba1414117cfb3a90115c559b601ab10caf"}, {file = "python_socketio-5.13.0.tar.gz", hash = "sha256:ac4e19a0302ae812e23b712ec8b6427ca0521f7c582d6abb096e36e24a263029"}, @@ -6981,7 +6712,6 @@ version = "2023.4" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "pytz-2023.4-py2.py3-none-any.whl", hash = "sha256:f90ef520d95e7c46951105338d918664ebfd6f1d995bd7d153127ce90efafa6a"}, {file = "pytz-2023.4.tar.gz", hash = "sha256:31d4583c4ed539cd037956140d695e42c033a19e984bfce9964a3f7d59bc2b40"}, @@ -6993,7 +6723,6 @@ version = "311" description = "Python for Window Extensions" optional = false python-versions = "*" -groups = ["main", "dev"] files = [ {file = "pywin32-311-cp310-cp310-win32.whl", hash = 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"sha256:fe3198b81c00032326342d973e526803f183f97aa9e9a98e3f897ebafe21178f"}, ] -[package.dependencies] -cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""} - [package.extras] -cffi = ["cffi (>=1.11)"] +cffi = ["cffi (>=1.17)"] [extras] all = ["autoflake", "black", "docker", "fastapi", "google-cloud-profiler", "granian", "isort", "langchain", "langchain-community", "locust", "pexpect", "pg8000", "pgvector", "pinecone", "pre-commit", "psycopg2", "psycopg2-binary", "pyright", "pytest-asyncio", "pytest-order", "redis", "turbopuffer", "uvicorn", "uvloop", "wikipedia"] @@ -9229,6 +8871,6 @@ server = ["fastapi", "uvicorn"] tests = ["wikipedia"] [metadata] -lock-version = "2.1" +lock-version = "2.0" python-versions = "<3.14,>=3.11" content-hash = "db92e7562fa04425478033ae7f63ac7d8741192015ea0d4d970d2f1d47881c76" diff --git a/pyproject.toml b/pyproject.toml index b585282e..8d554bb3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,3 +1,93 @@ +[project] +name = "letta" +version = "0.10.0" +description = "Create LLM agents with long-term memory and custom tools" +authors = [ + {name = "Letta Team", email = "contact@letta.com"}, +] +license = {text = "Apache License"} +readme = "README.md" +requires-python = "<3.14,>=3.11" +dependencies = [ + "typer>=0.15.2", + "questionary>=2.0.1", + "pytz>=2023.3.post1", + "tqdm>=4.66.1", + "black[jupyter]>=24.2.0", + "setuptools>=70", + "prettytable>=3.9.0", + "docstring-parser>=0.16,<0.17", + "httpx>=0.28.0", + "numpy>=2.1.0", + "demjson3>=3.0.6", + "pyyaml>=6.0.1", + "sqlalchemy-json>=0.7.0", + "pydantic>=2.10.6", + "html2text>=2020.1.16", + "sqlalchemy[asyncio]>=2.0.41", + "python-box>=7.1.1", + "sqlmodel>=0.0.16", + "python-multipart>=0.0.19", + "sqlalchemy-utils>=0.41.2", + "pydantic-settings>=2.2.1", + "httpx-sse>=0.4.0", + "nltk>=3.8.1", + "jinja2>=3.1.5", + "composio-core>=0.7.7", + "alembic>=1.13.3", + "pyhumps>=3.8.0", + "pathvalidate>=3.2.1", + "sentry-sdk[fastapi]==2.19.1", + "rich>=13.9.4", + "brotli>=1.1.0", + "grpcio>=1.68.1", + "grpcio-tools>=1.68.1", + "llama-index>=0.12.2", + "llama-index-embeddings-openai>=0.3.1", + "anthropic>=0.49.0", + "letta_client>=0.1.276", + "openai>=1.99.9", + "opentelemetry-api==1.30.0", + "opentelemetry-sdk==1.30.0", + "opentelemetry-instrumentation-requests==0.51b0", + "opentelemetry-instrumentation-sqlalchemy==0.51b0", + "opentelemetry-exporter-otlp==1.30.0", + "faker>=36.1.0", + "colorama>=0.4.6", + "marshmallow-sqlalchemy>=1.4.1", + "datamodel-code-generator[http]>=0.25.0", + "mcp[cli]>=1.9.4", + "firecrawl-py==2.16.5", + "apscheduler>=3.11.0", + "aiomultiprocess>=0.9.1", + "matplotlib>=3.10.1", + "tavily-python>=0.7.2", + "mistralai>=1.8.1", + "structlog>=25.4.0", + "certifi>=2025.6.15", + "markitdown[docx,pdf,pptx]>=0.1.2", + "orjson>=3.11.1", +] + +[project.optional-dependencies] +postgres = ["pgvector>=0.2.3", "pg8000>=1.30.3", "psycopg2-binary>=2.9.10", "psycopg2>=2.9.10", "asyncpg>=0.30.0"] +redis = ["redis>=6.2.0"] +pinecone = ["pinecone[asyncio]>=7.3.0"] +dev = ["pytest>=8.0.0", "pytest-asyncio>=0.24.0", "pexpect>=4.9.0", "black>=24.2.0", "pre-commit>=3.5.0", "pyright>=1.1.347", "pytest-order>=1.2.0", "autoflake>=2.3.0", "isort>=5.13.2", "locust>=2.31.5"] +experimental = ["uvloop>=0.21.0; sys_platform != 'win32'", "granian[reload]>=2.3.2", "google-cloud-profiler>=4.1.0"] +server = ["websockets>=12.0", "fastapi>=0.115.6", "uvicorn>=0.24.0.post1"] +cloud-tool-sandbox = ["e2b-code-interpreter==1.5.2", "modal>=1.1.0"] +external-tools = ["docker>=7.1.0", "langchain>=0.3.7", "wikipedia>=1.4.0", "langchain-community>=0.3.7", "firecrawl-py==2.16.5"] +tests = ["wikipedia>=1.4.0", "pytest-asyncio>=0.24.0"] +sqlite = ["aiosqlite>=0.21.0", "sqlite-vec>=0.1.7a2"] +bedrock = ["boto3>=1.36.24", "aioboto3>=14.3.0"] +google = ["google-genai>=1.15.0"] +desktop = ["pyright>=1.1.347", "fastapi>=0.115.6", "uvicorn>=0.24.0.post1", "docker>=7.1.0", "langchain>=0.3.7", "wikipedia>=1.4.0", "langchain-community>=0.3.7", "locust>=2.31.5", "sqlite-vec>=0.1.7a2", "pgvector>=0.2.3"] +all = ["pgvector>=0.2.3", "turbopuffer>=0.5.17", "pg8000>=1.30.3", "psycopg2-binary>=2.9.10", "psycopg2>=2.9.10", "pytest", "pytest-asyncio>=0.24.0", "pexpect>=4.9.0", "black>=24.2.0", "pre-commit>=3.5.0", "pyright>=1.1.347", "pytest-order>=1.2.0", "autoflake>=2.3.0", "isort>=5.13.2", "fastapi>=0.115.6", "uvicorn>=0.24.0.post1", "docker>=7.1.0", "langchain>=0.3.7", "wikipedia>=1.4.0", "langchain-community>=0.3.7", "locust>=2.31.5", "uvloop>=0.21.0; sys_platform != 'win32'", "granian[reload]>=2.3.2", "redis>=6.2.0", "pinecone[asyncio]>=7.3.0", "google-cloud-profiler>=4.1.0"] + +[project.scripts] +letta = "letta.main:app" + [tool.poetry] name = "letta" version = "0.10.0" diff --git a/tests/conftest.py b/tests/conftest.py index 8eb2bfc4..751ec806 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,10 +1,12 @@ import logging +import os from datetime import datetime, timezone from typing import Generator import pytest from anthropic.types.beta.messages import BetaMessageBatch, BetaMessageBatchRequestCounts +from letta.server.db import db_registry from letta.services.organization_manager import OrganizationManager from letta.services.user_manager import UserManager from letta.settings import tool_settings @@ -14,6 +16,36 @@ def pytest_configure(config): logging.basicConfig(level=logging.DEBUG) +@pytest.fixture(scope="session", autouse=True) +def disable_db_pooling_for_tests(): + """Disable database connection pooling for the entire test session.""" + os.environ["LETTA_DISABLE_SQLALCHEMY_POOLING"] = "true" + yield + if "LETTA_DISABLE_SQLALCHEMY_POOLING" in os.environ: + del os.environ["LETTA_DISABLE_SQLALCHEMY_POOLING"] + + +@pytest.fixture(autouse=True) +async def cleanup_db_connections(): + """Cleanup database connections after each test.""" + yield + try: + if hasattr(db_registry, "_async_engines"): + for engine in db_registry._async_engines.values(): + if engine: + try: + await engine.dispose() + except Exception: + # Suppress common teardown errors that don't affect test validity + pass + db_registry._initialized["async"] = False + db_registry._async_engines.clear() + db_registry._async_session_factories.clear() + except Exception: + # Suppress all cleanup errors to avoid confusing test failures + pass + + @pytest.fixture def disable_e2b_api_key() -> Generator[None, None, None]: """ diff --git a/tests/integration_test_agent_tool_graph.py b/tests/integration_test_agent_tool_graph.py index a6964ed3..dbd4538a 100644 --- a/tests/integration_test_agent_tool_graph.py +++ b/tests/integration_test_agent_tool_graph.py @@ -26,13 +26,6 @@ agent_uuid = str(uuid.uuid5(namespace, "test_agent_tool_graph")) config_file = "tests/configs/llm_model_configs/openai-gpt-4o.json" -@pytest.fixture(scope="module") -def event_loop(): - loop = asyncio.new_event_loop() - yield loop - loop.close() - - @pytest.fixture() def server(): config = LettaConfig.load() diff --git a/tests/integration_test_async_tool_sandbox.py b/tests/integration_test_async_tool_sandbox.py index e454aee5..a746f4c1 100644 --- a/tests/integration_test_async_tool_sandbox.py +++ b/tests/integration_test_async_tool_sandbox.py @@ -321,7 +321,7 @@ def tool_with_pip_requirements(test_user): import requests # Simple usage to verify packages work - response = requests.get("https://httpbin.org/json", timeout=5) + response = requests.get("https://httpbin.org/json", timeout=30) arr = np.array([1, 2, 3]) return f"Success! Status: {response.status_code}, Array sum: {np.sum(arr)}" except ImportError as e: diff --git a/tests/integration_test_builtin_tools.py b/tests/integration_test_builtin_tools.py index ac315ff6..7257d7d2 100644 --- a/tests/integration_test_builtin_tools.py +++ b/tests/integration_test_builtin_tools.py @@ -70,7 +70,7 @@ def client(server_url: str) -> Letta: yield client_instance -@pytest.fixture(scope="module") +@pytest.fixture(scope="function") def agent_state(client: Letta) -> AgentState: """ Creates and returns an agent state for testing with a pre-configured agent. @@ -333,7 +333,7 @@ def test_web_search( ], f"Invalid api_key_source: {response_json['api_key_source']}" -@pytest.mark.asyncio +@pytest.mark.asyncio(scope="function") async def test_web_search_uses_agent_env_var_model(): """Test that web search uses the model specified in agent tool exec env vars.""" diff --git a/tests/integration_test_modal_sandbox_v2.py b/tests/integration_test_modal_sandbox_v2.py index 4c0260d7..a2859862 100644 --- a/tests/integration_test_modal_sandbox_v2.py +++ b/tests/integration_test_modal_sandbox_v2.py @@ -32,20 +32,6 @@ from letta.services.tool_sandbox.modal_sandbox_v2 import AsyncToolSandboxModalV2 from letta.services.tool_sandbox.modal_version_manager import ModalVersionManager, get_version_manager from letta.services.user_manager import UserManager - -@pytest.fixture -def event_loop(): - """Create an instance of the default event loop for the test session.""" - loop = asyncio.new_event_loop() - yield loop - # Cleanup tasks before closing loop - pending = asyncio.all_tasks(loop) - for task in pending: - task.cancel() - loop.run_until_complete(asyncio.gather(*pending, return_exceptions=True)) - loop.close() - - # ============================================================================ # SHARED FIXTURES # ============================================================================ @@ -90,12 +76,12 @@ def basic_tool(test_user): source_code=""" def calculate(operation: str, a: float, b: float) -> float: '''Perform a calculation on two numbers. - + Args: operation: The operation to perform (add, subtract, multiply, divide) a: The first number b: The second number - + Returns: float: The result of the calculation ''' @@ -145,11 +131,11 @@ import asyncio async def fetch_data(url: str, delay: float = 0.1) -> Dict: '''Simulate fetching data from a URL. - + Args: url: The URL to fetch data from delay: The delay in seconds before returning - + Returns: Dict: A dictionary containing the fetched data ''' @@ -194,17 +180,17 @@ import hashlib def process_json(data: str) -> Dict: '''Process JSON data and return metadata. - + Args: data: The JSON string to process - + Returns: Dict: Metadata about the JSON data ''' try: parsed = json.loads(data) data_hash = hashlib.md5(data.encode()).hexdigest() - + return { "valid": True, "keys": list(parsed.keys()) if isinstance(parsed, dict) else None, diff --git a/tests/test_agent_serialization_v2.py b/tests/test_agent_serialization_v2.py index d17e490f..20f25499 100644 --- a/tests/test_agent_serialization_v2.py +++ b/tests/test_agent_serialization_v2.py @@ -1,4 +1,3 @@ -import asyncio from typing import List, Optional import pytest @@ -36,14 +35,6 @@ from tests.utils import create_tool_from_func # ------------------------------ -@pytest.fixture(scope="module") -def event_loop(): - """Use a single asyncio loop for the entire test session.""" - loop = asyncio.new_event_loop() - yield loop - loop.close() - - def _clear_tables(): from letta.server.db import db_context diff --git a/tests/test_letta_agent_batch.py b/tests/test_letta_agent_batch.py index 6507a4ee..9e954b94 100644 --- a/tests/test_letta_agent_batch.py +++ b/tests/test_letta_agent_batch.py @@ -49,14 +49,6 @@ EXPECTED_ROLES = ["system", "assistant", "tool", "user", "user"] # --------------------------------------------------------------------------- # -@pytest.fixture(scope="module") -def event_loop(): - """Use a single asyncio loop for the entire test session.""" - loop = asyncio.new_event_loop() - yield loop - loop.close() - - @pytest.fixture def weather_tool(server): def get_weather(location: str) -> str: diff --git a/tests/test_managers.py b/tests/test_managers.py index 7774c727..502a7ffc 100644 --- a/tests/test_managers.py +++ b/tests/test_managers.py @@ -569,7 +569,7 @@ async def default_archive(server, default_user): @pytest.fixture @pytest.mark.asyncio -async def agent_passages_setup(server, default_archive, default_source, default_file, default_user, sarah_agent, event_loop): +async def agent_passages_setup(server, default_archive, default_source, default_file, default_user, sarah_agent): """Setup fixture for agent passages tests""" agent_id = sarah_agent.id actor = default_user @@ -752,7 +752,7 @@ async def test_validate_agent_exists_async(server: SyncServer, comprehensive_tes @pytest.mark.asyncio -async def test_create_get_list_agent(server: SyncServer, comprehensive_test_agent_fixture, default_user, event_loop): +async def test_create_get_list_agent(server: SyncServer, comprehensive_test_agent_fixture, default_user): # Test agent creation created_agent, create_agent_request = comprehensive_test_agent_fixture comprehensive_agent_checks(created_agent, create_agent_request, actor=default_user) @@ -777,7 +777,7 @@ async def test_create_get_list_agent(server: SyncServer, comprehensive_test_agen @pytest.mark.asyncio -async def test_create_agent_include_base_tools(server: SyncServer, default_user, event_loop): +async def test_create_agent_include_base_tools(server: SyncServer, default_user): """Test agent creation with include_default_source=True""" # Upsert base tools server.tool_manager.upsert_base_tools(actor=default_user) @@ -806,7 +806,7 @@ async def test_create_agent_include_base_tools(server: SyncServer, default_user, @pytest.mark.asyncio -async def test_create_agent_base_tool_rules_excluded_providers(server: SyncServer, default_user, event_loop): +async def test_create_agent_base_tool_rules_excluded_providers(server: SyncServer, default_user): """Test that include_base_tool_rules is overridden to False for excluded providers""" # Upsert base tools server.tool_manager.upsert_base_tools(actor=default_user) @@ -835,7 +835,7 @@ async def test_create_agent_base_tool_rules_excluded_providers(server: SyncServe @pytest.mark.asyncio -async def test_create_agent_base_tool_rules_non_excluded_providers(server: SyncServer, default_user, event_loop): +async def test_create_agent_base_tool_rules_non_excluded_providers(server: SyncServer, default_user): """Test that include_base_tool_rules is NOT overridden for non-excluded providers""" # Upsert base tools server.tool_manager.upsert_base_tools(actor=default_user) @@ -893,7 +893,7 @@ def test_calculate_multi_agent_tools(set_letta_environment): assert "send_message_to_agent_async" in result, "Local-only tools should be in non-production" -async def test_upsert_base_tools_excludes_local_only_in_production(server: SyncServer, default_user, set_letta_environment, event_loop): +async def test_upsert_base_tools_excludes_local_only_in_production(server: SyncServer, default_user, set_letta_environment): """Test that upsert_base_tools excludes local-only multi-agent tools in production.""" # Upsert all base tools tools = await server.tool_manager.upsert_base_tools_async(actor=default_user) @@ -914,7 +914,7 @@ async def test_upsert_base_tools_excludes_local_only_in_production(server: SyncS assert tool in tool_names, f"Multi-agent tool '{tool}' should be upserted in non-production" -async def test_upsert_multi_agent_tools_only(server: SyncServer, default_user, set_letta_environment, event_loop): +async def test_upsert_multi_agent_tools_only(server: SyncServer, default_user, set_letta_environment): """Test that upserting only multi-agent tools respects production filtering.""" from letta.schemas.enums import ToolType @@ -934,7 +934,7 @@ async def test_upsert_multi_agent_tools_only(server: SyncServer, default_user, s @pytest.mark.asyncio -async def test_create_agent_with_default_source(server: SyncServer, default_user, print_tool, default_block, event_loop): +async def test_create_agent_with_default_source(server: SyncServer, default_user, print_tool, default_block): """Test agent creation with include_default_source=True""" memory_blocks = [CreateBlock(label="human", value="TestUser"), CreateBlock(label="persona", value="I am a test assistant")] @@ -1042,7 +1042,7 @@ async def test_get_context_window_basic( @pytest.mark.asyncio -async def test_create_agent_passed_in_initial_messages(server: SyncServer, default_user, default_block, event_loop): +async def test_create_agent_passed_in_initial_messages(server: SyncServer, default_user, default_block): memory_blocks = [CreateBlock(label="human", value="BananaBoy"), CreateBlock(label="persona", value="I am a helpful assistant")] create_agent_request = CreateAgent( system="test system", @@ -1071,7 +1071,7 @@ async def test_create_agent_passed_in_initial_messages(server: SyncServer, defau @pytest.mark.asyncio -async def test_create_agent_default_initial_message(server: SyncServer, default_user, default_block, event_loop): +async def test_create_agent_default_initial_message(server: SyncServer, default_user, default_block): memory_blocks = [CreateBlock(label="human", value="BananaBoy"), CreateBlock(label="persona", value="I am a helpful assistant")] create_agent_request = CreateAgent( system="test system", @@ -1095,7 +1095,7 @@ async def test_create_agent_default_initial_message(server: SyncServer, default_ @pytest.mark.asyncio -async def test_create_agent_with_json_in_system_message(server: SyncServer, default_user, default_block, event_loop): +async def test_create_agent_with_json_in_system_message(server: SyncServer, default_user, default_block): system_prompt = ( "You are an expert teaching agent with encyclopedic knowledge. " "When you receive a topic, query the external database for more " @@ -1154,7 +1154,7 @@ async def test_update_agent( @pytest.mark.asyncio -async def test_agent_file_defaults_based_on_context_window(server: SyncServer, default_user, default_block, event_loop): +async def test_agent_file_defaults_based_on_context_window(server: SyncServer, default_user, default_block): """Test that file-related defaults are set based on the model's context window size""" # test with small context window model (8k) @@ -1219,7 +1219,7 @@ async def test_agent_file_defaults_based_on_context_window(server: SyncServer, d @pytest.mark.asyncio -async def test_agent_file_defaults_explicit_values(server: SyncServer, default_user, default_block, event_loop): +async def test_agent_file_defaults_explicit_values(server: SyncServer, default_user, default_block): """Test that explicitly set file-related values are respected""" llm_config_explicit = LLMConfig.default_config("gpt-4o-mini") @@ -1244,7 +1244,7 @@ async def test_agent_file_defaults_explicit_values(server: SyncServer, default_u @pytest.mark.asyncio -async def test_update_agent_file_fields(server: SyncServer, comprehensive_test_agent_fixture, default_user, event_loop): +async def test_update_agent_file_fields(server: SyncServer, comprehensive_test_agent_fixture, default_user): """Test updating file-related fields on an existing agent""" agent, _ = comprehensive_test_agent_fixture @@ -1266,7 +1266,7 @@ async def test_update_agent_file_fields(server: SyncServer, comprehensive_test_a @pytest.mark.asyncio -async def test_list_agents_select_fields_empty(server: SyncServer, comprehensive_test_agent_fixture, default_user, event_loop): +async def test_list_agents_select_fields_empty(server: SyncServer, comprehensive_test_agent_fixture, default_user): # Create an agent using the comprehensive fixture. created_agent, create_agent_request = comprehensive_test_agent_fixture @@ -1284,7 +1284,7 @@ async def test_list_agents_select_fields_empty(server: SyncServer, comprehensive @pytest.mark.asyncio -async def test_list_agents_select_fields_none(server: SyncServer, comprehensive_test_agent_fixture, default_user, event_loop): +async def test_list_agents_select_fields_none(server: SyncServer, comprehensive_test_agent_fixture, default_user): # Create an agent using the comprehensive fixture. created_agent, create_agent_request = comprehensive_test_agent_fixture @@ -1302,7 +1302,7 @@ async def test_list_agents_select_fields_none(server: SyncServer, comprehensive_ @pytest.mark.asyncio -async def test_list_agents_select_fields_specific(server: SyncServer, comprehensive_test_agent_fixture, default_user, event_loop): +async def test_list_agents_select_fields_specific(server: SyncServer, comprehensive_test_agent_fixture, default_user): created_agent, create_agent_request = comprehensive_test_agent_fixture # Choose a subset of valid relationship fields. @@ -1319,7 +1319,7 @@ async def test_list_agents_select_fields_specific(server: SyncServer, comprehens @pytest.mark.asyncio -async def test_list_agents_select_fields_invalid(server: SyncServer, comprehensive_test_agent_fixture, default_user, event_loop): +async def test_list_agents_select_fields_invalid(server: SyncServer, comprehensive_test_agent_fixture, default_user): created_agent, create_agent_request = comprehensive_test_agent_fixture # Provide field names that are not recognized. @@ -1334,7 +1334,7 @@ async def test_list_agents_select_fields_invalid(server: SyncServer, comprehensi @pytest.mark.asyncio -async def test_list_agents_select_fields_duplicates(server: SyncServer, comprehensive_test_agent_fixture, default_user, event_loop): +async def test_list_agents_select_fields_duplicates(server: SyncServer, comprehensive_test_agent_fixture, default_user): created_agent, create_agent_request = comprehensive_test_agent_fixture # Provide duplicate valid field names. @@ -1349,7 +1349,7 @@ async def test_list_agents_select_fields_duplicates(server: SyncServer, comprehe @pytest.mark.asyncio -async def test_list_agents_select_fields_mixed(server: SyncServer, comprehensive_test_agent_fixture, default_user, event_loop): +async def test_list_agents_select_fields_mixed(server: SyncServer, comprehensive_test_agent_fixture, default_user): created_agent, create_agent_request = comprehensive_test_agent_fixture # Mix valid fields with an invalid one. @@ -1365,7 +1365,7 @@ async def test_list_agents_select_fields_mixed(server: SyncServer, comprehensive @pytest.mark.asyncio -async def test_list_agents_ascending(server: SyncServer, default_user, event_loop): +async def test_list_agents_ascending(server: SyncServer, default_user): # Create two agents with known names agent1 = await server.agent_manager.create_agent_async( agent_create=CreateAgent( @@ -1398,7 +1398,7 @@ async def test_list_agents_ascending(server: SyncServer, default_user, event_loo @pytest.mark.asyncio -async def test_list_agents_descending(server: SyncServer, default_user, event_loop): +async def test_list_agents_descending(server: SyncServer, default_user): # Create two agents with known names agent1 = await server.agent_manager.create_agent_async( agent_create=CreateAgent( @@ -1431,7 +1431,7 @@ async def test_list_agents_descending(server: SyncServer, default_user, event_lo @pytest.mark.asyncio -async def test_list_agents_ordering_and_pagination(server: SyncServer, default_user, event_loop): +async def test_list_agents_ordering_and_pagination(server: SyncServer, default_user): names = ["alpha_agent", "beta_agent", "gamma_agent"] created_agents = [] @@ -1496,7 +1496,7 @@ async def test_list_agents_ordering_and_pagination(server: SyncServer, default_u @pytest.mark.asyncio -async def test_attach_tool(server: SyncServer, sarah_agent, print_tool, default_user, event_loop): +async def test_attach_tool(server: SyncServer, sarah_agent, print_tool, default_user): """Test attaching a tool to an agent.""" # Attach the tool await server.agent_manager.attach_tool_async(agent_id=sarah_agent.id, tool_id=print_tool.id, actor=default_user) @@ -1512,7 +1512,7 @@ async def test_attach_tool(server: SyncServer, sarah_agent, print_tool, default_ @pytest.mark.asyncio -async def test_detach_tool(server: SyncServer, sarah_agent, print_tool, default_user, event_loop): +async def test_detach_tool(server: SyncServer, sarah_agent, print_tool, default_user): """Test detaching a tool from an agent.""" # Attach the tool first await server.agent_manager.attach_tool_async(agent_id=sarah_agent.id, tool_id=print_tool.id, actor=default_user) @@ -1533,7 +1533,7 @@ async def test_detach_tool(server: SyncServer, sarah_agent, print_tool, default_ @pytest.mark.asyncio -async def test_bulk_detach_tools(server: SyncServer, sarah_agent, print_tool, other_tool, default_user, event_loop): +async def test_bulk_detach_tools(server: SyncServer, sarah_agent, print_tool, other_tool, default_user): """Test bulk detaching multiple tools from an agent.""" # First attach both tools tool_ids = [print_tool.id, other_tool.id] @@ -1554,7 +1554,7 @@ async def test_bulk_detach_tools(server: SyncServer, sarah_agent, print_tool, ot @pytest.mark.asyncio -async def test_bulk_detach_tools_partial(server: SyncServer, sarah_agent, print_tool, other_tool, default_user, event_loop): +async def test_bulk_detach_tools_partial(server: SyncServer, sarah_agent, print_tool, other_tool, default_user): """Test bulk detaching tools when some are not attached.""" # Only attach one tool await server.agent_manager.attach_tool_async(agent_id=sarah_agent.id, tool_id=print_tool.id, actor=default_user) @@ -1570,7 +1570,7 @@ async def test_bulk_detach_tools_partial(server: SyncServer, sarah_agent, print_ @pytest.mark.asyncio -async def test_bulk_detach_tools_empty_list(server: SyncServer, sarah_agent, print_tool, default_user, event_loop): +async def test_bulk_detach_tools_empty_list(server: SyncServer, sarah_agent, print_tool, default_user): """Test bulk detaching empty list of tools.""" # Attach a tool first await server.agent_manager.attach_tool_async(agent_id=sarah_agent.id, tool_id=print_tool.id, actor=default_user) @@ -1584,7 +1584,7 @@ async def test_bulk_detach_tools_empty_list(server: SyncServer, sarah_agent, pri @pytest.mark.asyncio -async def test_bulk_detach_tools_idempotent(server: SyncServer, sarah_agent, print_tool, other_tool, default_user, event_loop): +async def test_bulk_detach_tools_idempotent(server: SyncServer, sarah_agent, print_tool, other_tool, default_user): """Test that bulk detach is idempotent.""" # Attach both tools tool_ids = [print_tool.id, other_tool.id] @@ -1606,7 +1606,7 @@ async def test_bulk_detach_tools_idempotent(server: SyncServer, sarah_agent, pri @pytest.mark.asyncio -async def test_bulk_detach_tools_nonexistent_agent(server: SyncServer, print_tool, other_tool, default_user, event_loop): +async def test_bulk_detach_tools_nonexistent_agent(server: SyncServer, print_tool, other_tool, default_user): """Test bulk detaching tools from a nonexistent agent.""" nonexistent_agent_id = "nonexistent-agent-id" tool_ids = [print_tool.id, other_tool.id] @@ -1637,7 +1637,7 @@ async def test_detach_tool_nonexistent_agent(server: SyncServer, print_tool, def @pytest.mark.asyncio -async def test_list_attached_tools(server: SyncServer, sarah_agent, print_tool, other_tool, default_user, event_loop): +async def test_list_attached_tools(server: SyncServer, sarah_agent, print_tool, other_tool, default_user): """Test listing tools attached to an agent.""" # Initially should have no tools agent = await server.agent_manager.get_agent_by_id_async(sarah_agent.id, actor=default_user) @@ -1656,7 +1656,7 @@ async def test_list_attached_tools(server: SyncServer, sarah_agent, print_tool, @pytest.mark.asyncio -async def test_bulk_attach_tools(server: SyncServer, sarah_agent, print_tool, other_tool, default_user, event_loop): +async def test_bulk_attach_tools(server: SyncServer, sarah_agent, print_tool, other_tool, default_user): """Test bulk attaching multiple tools to an agent.""" # Bulk attach both tools tool_ids = [print_tool.id, other_tool.id] @@ -1670,7 +1670,7 @@ async def test_bulk_attach_tools(server: SyncServer, sarah_agent, print_tool, ot @pytest.mark.asyncio -async def test_bulk_attach_tools_with_duplicates(server: SyncServer, sarah_agent, print_tool, other_tool, default_user, event_loop): +async def test_bulk_attach_tools_with_duplicates(server: SyncServer, sarah_agent, print_tool, other_tool, default_user): """Test bulk attaching tools handles duplicates correctly.""" # First attach one tool await server.agent_manager.attach_tool_async(agent_id=sarah_agent.id, tool_id=print_tool.id, actor=default_user) @@ -1690,7 +1690,7 @@ async def test_bulk_attach_tools_with_duplicates(server: SyncServer, sarah_agent @pytest.mark.asyncio -async def test_bulk_attach_tools_empty_list(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_bulk_attach_tools_empty_list(server: SyncServer, sarah_agent, default_user): """Test bulk attaching empty list of tools.""" # Bulk attach empty list await server.agent_manager.bulk_attach_tools_async(agent_id=sarah_agent.id, tool_ids=[], actor=default_user) @@ -1701,7 +1701,7 @@ async def test_bulk_attach_tools_empty_list(server: SyncServer, sarah_agent, def @pytest.mark.asyncio -async def test_bulk_attach_tools_nonexistent_tool(server: SyncServer, sarah_agent, print_tool, default_user, event_loop): +async def test_bulk_attach_tools_nonexistent_tool(server: SyncServer, sarah_agent, print_tool, default_user): """Test bulk attaching tools with a nonexistent tool ID.""" # Try to bulk attach with one valid and one invalid tool ID nonexistent_id = "nonexistent-tool-id" @@ -1719,7 +1719,7 @@ async def test_bulk_attach_tools_nonexistent_tool(server: SyncServer, sarah_agen @pytest.mark.asyncio -async def test_bulk_attach_tools_nonexistent_agent(server: SyncServer, print_tool, other_tool, default_user, event_loop): +async def test_bulk_attach_tools_nonexistent_agent(server: SyncServer, print_tool, other_tool, default_user): """Test bulk attaching tools to a nonexistent agent.""" nonexistent_agent_id = "nonexistent-agent-id" tool_ids = [print_tool.id, other_tool.id] @@ -1729,7 +1729,7 @@ async def test_bulk_attach_tools_nonexistent_agent(server: SyncServer, print_too @pytest.mark.asyncio -async def test_attach_missing_files_tools_async(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_attach_missing_files_tools_async(server: SyncServer, sarah_agent, default_user): """Test attaching missing file tools to an agent.""" # First ensure file tools exist in the system await server.tool_manager.upsert_base_tools_async(actor=default_user, allowed_types={ToolType.LETTA_FILES_CORE}) @@ -1750,7 +1750,7 @@ async def test_attach_missing_files_tools_async(server: SyncServer, sarah_agent, @pytest.mark.asyncio -async def test_attach_missing_files_tools_async_partial(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_attach_missing_files_tools_async_partial(server: SyncServer, sarah_agent, default_user): """Test attaching missing file tools when some are already attached.""" # First ensure file tools exist in the system await server.tool_manager.upsert_base_tools_async(actor=default_user, allowed_types={ToolType.LETTA_FILES_CORE}) @@ -1779,7 +1779,7 @@ async def test_attach_missing_files_tools_async_partial(server: SyncServer, sara @pytest.mark.asyncio -async def test_attach_missing_files_tools_async_idempotent(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_attach_missing_files_tools_async_idempotent(server: SyncServer, sarah_agent, default_user): """Test that attach_missing_files_tools is idempotent.""" # First ensure file tools exist in the system await server.tool_manager.upsert_base_tools_async(actor=default_user, allowed_types={ToolType.LETTA_FILES_CORE}) @@ -1803,7 +1803,7 @@ async def test_attach_missing_files_tools_async_idempotent(server: SyncServer, s @pytest.mark.asyncio -async def test_detach_all_files_tools_async(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_detach_all_files_tools_async(server: SyncServer, sarah_agent, default_user): """Test detaching all file tools from an agent.""" # First ensure file tools exist and attach them await server.tool_manager.upsert_base_tools_async(actor=default_user, allowed_types={ToolType.LETTA_FILES_CORE}) @@ -1829,7 +1829,7 @@ async def test_detach_all_files_tools_async(server: SyncServer, sarah_agent, def @pytest.mark.asyncio -async def test_detach_all_files_tools_async_empty(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_detach_all_files_tools_async_empty(server: SyncServer, sarah_agent, default_user): """Test detaching all file tools when no file tools are attached.""" # Get agent state (should have no file tools initially) agent_state = await server.agent_manager.get_agent_by_id_async(agent_id=sarah_agent.id, actor=default_user) @@ -1848,7 +1848,7 @@ async def test_detach_all_files_tools_async_empty(server: SyncServer, sarah_agen @pytest.mark.asyncio -async def test_detach_all_files_tools_async_with_other_tools(server: SyncServer, sarah_agent, print_tool, default_user, event_loop): +async def test_detach_all_files_tools_async_with_other_tools(server: SyncServer, sarah_agent, print_tool, default_user): """Test detaching all file tools preserves non-file tools.""" # First ensure file tools exist await server.tool_manager.upsert_base_tools_async(actor=default_user, allowed_types={ToolType.LETTA_FILES_CORE}) @@ -1876,7 +1876,7 @@ async def test_detach_all_files_tools_async_with_other_tools(server: SyncServer, @pytest.mark.asyncio -async def test_detach_all_files_tools_async_idempotent(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_detach_all_files_tools_async_idempotent(server: SyncServer, sarah_agent, default_user): """Test that detach_all_files_tools is idempotent.""" # First ensure file tools exist and attach them await server.tool_manager.upsert_base_tools_async(actor=default_user, allowed_types={ToolType.LETTA_FILES_CORE}) @@ -1906,7 +1906,7 @@ async def test_detach_all_files_tools_async_idempotent(server: SyncServer, sarah @pytest.mark.asyncio -async def test_attach_source(server: SyncServer, sarah_agent, default_source, default_user, event_loop): +async def test_attach_source(server: SyncServer, sarah_agent, default_source, default_user): """Test attaching a source to an agent.""" # Attach the source await server.agent_manager.attach_source_async(agent_id=sarah_agent.id, source_id=default_source.id, actor=default_user) @@ -1922,7 +1922,7 @@ async def test_attach_source(server: SyncServer, sarah_agent, default_source, de @pytest.mark.asyncio -async def test_list_attached_source_ids(server: SyncServer, sarah_agent, default_source, other_source, default_user, event_loop): +async def test_list_attached_source_ids(server: SyncServer, sarah_agent, default_source, other_source, default_user): """Test listing source IDs attached to an agent.""" # Initially should have no sources sources = await server.agent_manager.list_attached_sources_async(sarah_agent.id, actor=default_user) @@ -1941,7 +1941,7 @@ async def test_list_attached_source_ids(server: SyncServer, sarah_agent, default @pytest.mark.asyncio -async def test_detach_source(server: SyncServer, sarah_agent, default_source, default_user, event_loop): +async def test_detach_source(server: SyncServer, sarah_agent, default_source, default_user): """Test detaching a source from an agent.""" # Attach source await server.agent_manager.attach_source_async(sarah_agent.id, default_source.id, actor=default_user) @@ -1962,35 +1962,35 @@ async def test_detach_source(server: SyncServer, sarah_agent, default_source, de @pytest.mark.asyncio -async def test_attach_source_nonexistent_agent(server: SyncServer, default_source, default_user, event_loop): +async def test_attach_source_nonexistent_agent(server: SyncServer, default_source, default_user): """Test attaching a source to a nonexistent agent.""" with pytest.raises(NoResultFound): await server.agent_manager.attach_source_async(agent_id="nonexistent-agent-id", source_id=default_source.id, actor=default_user) @pytest.mark.asyncio -async def test_attach_source_nonexistent_source(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_attach_source_nonexistent_source(server: SyncServer, sarah_agent, default_user): """Test attaching a nonexistent source to an agent.""" with pytest.raises(NoResultFound): await server.agent_manager.attach_source_async(agent_id=sarah_agent.id, source_id="nonexistent-source-id", actor=default_user) @pytest.mark.asyncio -async def test_detach_source_nonexistent_agent(server: SyncServer, default_source, default_user, event_loop): +async def test_detach_source_nonexistent_agent(server: SyncServer, default_source, default_user): """Test detaching a source from a nonexistent agent.""" with pytest.raises(NoResultFound): await server.agent_manager.detach_source_async(agent_id="nonexistent-agent-id", source_id=default_source.id, actor=default_user) @pytest.mark.asyncio -async def test_list_attached_source_ids_nonexistent_agent(server: SyncServer, default_user, event_loop): +async def test_list_attached_source_ids_nonexistent_agent(server: SyncServer, default_user): """Test listing sources for a nonexistent agent.""" with pytest.raises(NoResultFound): await server.agent_manager.list_attached_sources_async(agent_id="nonexistent-agent-id", actor=default_user) @pytest.mark.asyncio -async def test_list_attached_agents(server: SyncServer, sarah_agent, charles_agent, default_source, default_user, event_loop): +async def test_list_attached_agents(server: SyncServer, sarah_agent, charles_agent, default_source, default_user): """Test listing agents that have a particular source attached.""" # Initially should have no attached agents attached_agents = await server.source_manager.list_attached_agents(source_id=default_source.id, actor=default_user) @@ -2036,7 +2036,7 @@ async def test_list_attached_agents_nonexistent_source(server: SyncServer, defau @pytest.mark.asyncio -async def test_list_agents_matching_all_tags(server: SyncServer, default_user, agent_with_tags, event_loop): +async def test_list_agents_matching_all_tags(server: SyncServer, default_user, agent_with_tags): agents = await server.agent_manager.list_agents_matching_tags_async( actor=default_user, match_all=["primary_agent", "benefit_1"], @@ -2047,7 +2047,7 @@ async def test_list_agents_matching_all_tags(server: SyncServer, default_user, a @pytest.mark.asyncio -async def test_list_agents_matching_some_tags(server: SyncServer, default_user, agent_with_tags, event_loop): +async def test_list_agents_matching_some_tags(server: SyncServer, default_user, agent_with_tags): agents = await server.agent_manager.list_agents_matching_tags_async( actor=default_user, match_all=["primary_agent"], @@ -2058,7 +2058,7 @@ async def test_list_agents_matching_some_tags(server: SyncServer, default_user, @pytest.mark.asyncio -async def test_list_agents_matching_all_and_some_tags(server: SyncServer, default_user, agent_with_tags, event_loop): +async def test_list_agents_matching_all_and_some_tags(server: SyncServer, default_user, agent_with_tags): agents = await server.agent_manager.list_agents_matching_tags_async( actor=default_user, match_all=["primary_agent", "benefit_1"], @@ -2069,7 +2069,7 @@ async def test_list_agents_matching_all_and_some_tags(server: SyncServer, defaul @pytest.mark.asyncio -async def test_list_agents_matching_no_tags(server: SyncServer, default_user, agent_with_tags, event_loop): +async def test_list_agents_matching_no_tags(server: SyncServer, default_user, agent_with_tags): agents = await server.agent_manager.list_agents_matching_tags_async( actor=default_user, match_all=["primary_agent", "nonexistent_tag"], @@ -2079,7 +2079,7 @@ async def test_list_agents_matching_no_tags(server: SyncServer, default_user, ag @pytest.mark.asyncio -async def test_list_agents_by_tags_match_all(server: SyncServer, sarah_agent, charles_agent, default_user, event_loop): +async def test_list_agents_by_tags_match_all(server: SyncServer, sarah_agent, charles_agent, default_user): """Test listing agents that have ALL specified tags.""" # Create agents with multiple tags await server.agent_manager.update_agent_async(sarah_agent.id, UpdateAgent(tags=["test", "production", "gpt4"]), actor=default_user) @@ -2099,7 +2099,7 @@ async def test_list_agents_by_tags_match_all(server: SyncServer, sarah_agent, ch @pytest.mark.asyncio -async def test_list_agents_by_tags_match_any(server: SyncServer, sarah_agent, charles_agent, default_user, event_loop): +async def test_list_agents_by_tags_match_any(server: SyncServer, sarah_agent, charles_agent, default_user): """Test listing agents that have ANY of the specified tags.""" # Create agents with different tags await server.agent_manager.update_agent_async(sarah_agent.id, UpdateAgent(tags=["production", "gpt4"]), actor=default_user) @@ -2119,7 +2119,7 @@ async def test_list_agents_by_tags_match_any(server: SyncServer, sarah_agent, ch @pytest.mark.asyncio -async def test_list_agents_by_tags_no_matches(server: SyncServer, sarah_agent, charles_agent, default_user, event_loop): +async def test_list_agents_by_tags_no_matches(server: SyncServer, sarah_agent, charles_agent, default_user): """Test listing agents when no tags match.""" # Create agents with tags await server.agent_manager.update_agent_async(sarah_agent.id, UpdateAgent(tags=["production", "gpt4"]), actor=default_user) @@ -2134,7 +2134,7 @@ async def test_list_agents_by_tags_no_matches(server: SyncServer, sarah_agent, c @pytest.mark.asyncio -async def test_list_agents_by_tags_with_other_filters(server: SyncServer, sarah_agent, charles_agent, default_user, event_loop): +async def test_list_agents_by_tags_with_other_filters(server: SyncServer, sarah_agent, charles_agent, default_user): """Test combining tag search with other filters.""" # Create agents with specific names and tags await server.agent_manager.update_agent_async( @@ -2153,7 +2153,7 @@ async def test_list_agents_by_tags_with_other_filters(server: SyncServer, sarah_ @pytest.mark.asyncio -async def test_list_agents_by_tags_pagination(server: SyncServer, default_user, default_organization, event_loop): +async def test_list_agents_by_tags_pagination(server: SyncServer, default_user, default_organization): """Test pagination when listing agents by tags.""" # Create first agent agent1 = await server.agent_manager.create_agent_async( @@ -2211,7 +2211,7 @@ async def test_list_agents_by_tags_pagination(server: SyncServer, default_user, @pytest.mark.asyncio -async def test_list_agents_query_text_pagination(server: SyncServer, default_user, default_organization, event_loop): +async def test_list_agents_query_text_pagination(server: SyncServer, default_user, default_organization): """Test listing agents with query text filtering and pagination.""" # Create test agents with specific names and descriptions agent1 = await server.agent_manager.create_agent_async( @@ -2300,7 +2300,7 @@ async def test_list_agents_query_text_pagination(server: SyncServer, default_use @pytest.mark.asyncio -async def test_reset_messages_no_messages(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_reset_messages_no_messages(server: SyncServer, sarah_agent, default_user): """ Test that resetting messages on an agent that has zero messages does not fail and clears out message_ids if somehow it's non-empty. @@ -2317,7 +2317,7 @@ async def test_reset_messages_no_messages(server: SyncServer, sarah_agent, defau @pytest.mark.asyncio -async def test_reset_messages_default_messages(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_reset_messages_default_messages(server: SyncServer, sarah_agent, default_user): """ Test that resetting messages on an agent that has zero messages does not fail and clears out message_ids if somehow it's non-empty. @@ -2339,7 +2339,7 @@ async def test_reset_messages_default_messages(server: SyncServer, sarah_agent, @pytest.mark.asyncio -async def test_reset_messages_with_existing_messages(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_reset_messages_with_existing_messages(server: SyncServer, sarah_agent, default_user): """ Test that resetting messages on an agent with actual messages deletes them from the database and clears message_ids. @@ -2379,7 +2379,7 @@ async def test_reset_messages_with_existing_messages(server: SyncServer, sarah_a @pytest.mark.asyncio -async def test_reset_messages_idempotency(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_reset_messages_idempotency(server: SyncServer, sarah_agent, default_user): """ Test that calling reset_messages multiple times has no adverse effect. """ @@ -2407,7 +2407,7 @@ async def test_reset_messages_idempotency(server: SyncServer, sarah_agent, defau @pytest.mark.asyncio -async def test_reset_messages_preserves_system_message_id(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_reset_messages_preserves_system_message_id(server: SyncServer, sarah_agent, default_user): """ Test that resetting messages preserves the original system message ID. """ @@ -2438,7 +2438,7 @@ async def test_reset_messages_preserves_system_message_id(server: SyncServer, sa @pytest.mark.asyncio -async def test_reset_messages_preserves_system_message_content(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_reset_messages_preserves_system_message_content(server: SyncServer, sarah_agent, default_user): """ Test that resetting messages preserves the original system message content. """ @@ -2471,7 +2471,7 @@ async def test_reset_messages_preserves_system_message_content(server: SyncServe @pytest.mark.asyncio -async def test_modify_letta_message(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_modify_letta_message(server: SyncServer, sarah_agent, default_user): """ Test updating a message. """ @@ -2544,7 +2544,7 @@ async def test_modify_letta_message(server: SyncServer, sarah_agent, default_use @pytest.mark.asyncio -async def test_attach_block(server: SyncServer, sarah_agent, default_block, default_user, event_loop): +async def test_attach_block(server: SyncServer, sarah_agent, default_block, default_user): """Test attaching a block to an agent.""" # Attach block server.agent_manager.attach_block(agent_id=sarah_agent.id, block_id=default_block.id, actor=default_user) @@ -2572,7 +2572,7 @@ def test_attach_block_duplicate_label(server: SyncServer, sarah_agent, default_b @pytest.mark.asyncio -async def test_detach_block(server: SyncServer, sarah_agent, default_block, default_user, event_loop): +async def test_detach_block(server: SyncServer, sarah_agent, default_block, default_user): """Test detaching a block by ID.""" # Set up: attach block server.agent_manager.attach_block(agent_id=sarah_agent.id, block_id=default_block.id, actor=default_user) @@ -2596,7 +2596,7 @@ def test_detach_nonexistent_block(server: SyncServer, sarah_agent, default_user) @pytest.mark.asyncio -async def test_update_block_label(server: SyncServer, sarah_agent, default_block, default_user, event_loop): +async def test_update_block_label(server: SyncServer, sarah_agent, default_block, default_user): """Test updating a block's label updates the relationship.""" # Attach block server.agent_manager.attach_block(agent_id=sarah_agent.id, block_id=default_block.id, actor=default_user) @@ -2613,7 +2613,7 @@ async def test_update_block_label(server: SyncServer, sarah_agent, default_block @pytest.mark.asyncio -async def test_update_block_label_multiple_agents(server: SyncServer, sarah_agent, charles_agent, default_block, default_user, event_loop): +async def test_update_block_label_multiple_agents(server: SyncServer, sarah_agent, charles_agent, default_block, default_user): """Test updating a block's label updates relationships for all agents.""" # Attach block to both agents server.agent_manager.attach_block(agent_id=sarah_agent.id, block_id=default_block.id, actor=default_user) @@ -2644,7 +2644,7 @@ def test_get_block_with_label(server: SyncServer, sarah_agent, default_block, de @pytest.mark.asyncio -async def test_refresh_memory_async(server: SyncServer, default_user, event_loop): +async def test_refresh_memory_async(server: SyncServer, default_user): block = server.block_manager.create_or_update_block( PydanticBlock( label="test", @@ -2690,7 +2690,7 @@ async def test_refresh_memory_async(server: SyncServer, default_user, event_loop @pytest.mark.asyncio -async def test_agent_list_passages_basic(server, default_user, sarah_agent, agent_passages_setup, event_loop): +async def test_agent_list_passages_basic(server, default_user, sarah_agent, agent_passages_setup): """Test basic listing functionality of agent passages""" all_passages = await server.agent_manager.list_passages_async(actor=default_user, agent_id=sarah_agent.id) @@ -2704,7 +2704,7 @@ async def test_agent_list_passages_basic(server, default_user, sarah_agent, agen @pytest.mark.asyncio -async def test_agent_list_passages_ordering(server, default_user, sarah_agent, agent_passages_setup, event_loop): +async def test_agent_list_passages_ordering(server, default_user, sarah_agent, agent_passages_setup): """Test ordering of agent passages""" # Test ascending order @@ -2721,7 +2721,7 @@ async def test_agent_list_passages_ordering(server, default_user, sarah_agent, a @pytest.mark.asyncio -async def test_agent_list_passages_pagination(server, default_user, sarah_agent, agent_passages_setup, event_loop): +async def test_agent_list_passages_pagination(server, default_user, sarah_agent, agent_passages_setup): """Test pagination of agent passages""" # Test limit @@ -2762,7 +2762,7 @@ async def test_agent_list_passages_pagination(server, default_user, sarah_agent, @pytest.mark.asyncio -async def test_agent_list_passages_text_search(server, default_user, sarah_agent, agent_passages_setup, event_loop): +async def test_agent_list_passages_text_search(server, default_user, sarah_agent, agent_passages_setup): """Test text search functionality of agent passages""" # Test text search for source passages @@ -2779,7 +2779,7 @@ async def test_agent_list_passages_text_search(server, default_user, sarah_agent @pytest.mark.asyncio -async def test_agent_list_passages_agent_only(server, default_user, sarah_agent, agent_passages_setup, event_loop): +async def test_agent_list_passages_agent_only(server, default_user, sarah_agent, agent_passages_setup): """Test text search functionality of agent passages""" # Test text search for agent passages @@ -2788,7 +2788,7 @@ async def test_agent_list_passages_agent_only(server, default_user, sarah_agent, @pytest.mark.asyncio -async def test_agent_list_passages_filtering(server, default_user, sarah_agent, default_source, agent_passages_setup, event_loop): +async def test_agent_list_passages_filtering(server, default_user, sarah_agent, default_source, agent_passages_setup): """Test filtering functionality of agent passages""" # Test source filtering @@ -2908,7 +2908,7 @@ async def test_agent_list_passages_vector_search( @pytest.mark.asyncio -async def test_list_source_passages_only(server: SyncServer, default_user, default_source, agent_passages_setup, event_loop): +async def test_list_source_passages_only(server: SyncServer, default_user, default_source, agent_passages_setup): """Test listing passages from a source without specifying an agent.""" # List passages by source_id without agent_id @@ -2927,7 +2927,7 @@ async def test_list_source_passages_only(server: SyncServer, default_user, defau # Organization Manager Tests # ====================================================================================================================== @pytest.mark.asyncio -async def test_list_organizations(server: SyncServer, event_loop): +async def test_list_organizations(server: SyncServer): # Create a new org and confirm that it is created correctly org_name = "test" org = await server.organization_manager.create_organization_async(pydantic_org=PydanticOrganization(name=org_name)) @@ -2943,14 +2943,14 @@ async def test_list_organizations(server: SyncServer, event_loop): @pytest.mark.asyncio -async def test_create_default_organization(server: SyncServer, event_loop): +async def test_create_default_organization(server: SyncServer): await server.organization_manager.create_default_organization_async() retrieved = await server.organization_manager.get_default_organization_async() assert retrieved.name == DEFAULT_ORG_NAME @pytest.mark.asyncio -async def test_update_organization_name(server: SyncServer, event_loop): +async def test_update_organization_name(server: SyncServer): org_name_a = "a" org_name_b = "b" org = await server.organization_manager.create_organization_async(pydantic_org=PydanticOrganization(name=org_name_a)) @@ -2960,7 +2960,7 @@ async def test_update_organization_name(server: SyncServer, event_loop): @pytest.mark.asyncio -async def test_update_organization_privileged_tools(server: SyncServer, event_loop): +async def test_update_organization_privileged_tools(server: SyncServer): org_name = "test" org = await server.organization_manager.create_organization_async(pydantic_org=PydanticOrganization(name=org_name)) assert org.privileged_tools == False @@ -2969,7 +2969,7 @@ async def test_update_organization_privileged_tools(server: SyncServer, event_lo @pytest.mark.asyncio -async def test_list_organizations_pagination(server: SyncServer, event_loop): +async def test_list_organizations_pagination(server: SyncServer): await server.organization_manager.create_organization_async(pydantic_org=PydanticOrganization(name="a")) await server.organization_manager.create_organization_async(pydantic_org=PydanticOrganization(name="b")) @@ -3020,7 +3020,7 @@ def test_passage_create_source(server: SyncServer, source_passage_fixture, defau @pytest.mark.asyncio -async def test_passage_create_invalid(server: SyncServer, agent_passage_fixture, default_user, event_loop): +async def test_passage_create_invalid(server: SyncServer, agent_passage_fixture, default_user): """Test creating an agent passage.""" assert agent_passage_fixture is not None assert agent_passage_fixture.text == "Hello, I am an agent passage" @@ -3414,7 +3414,7 @@ def test_delete_source_passage_specific(server: SyncServer, default_user, defaul @pytest.mark.asyncio -async def test_create_many_agent_passages_async(server: SyncServer, default_user, sarah_agent, event_loop): +async def test_create_many_agent_passages_async(server: SyncServer, default_user, sarah_agent): """Test creating multiple agent passages using the new batch method.""" # Get or create default archive for the agent archive = await server.archive_manager.get_or_create_default_archive_for_agent_async( @@ -3442,7 +3442,7 @@ async def test_create_many_agent_passages_async(server: SyncServer, default_user @pytest.mark.asyncio -async def test_create_many_source_passages_async(server: SyncServer, default_user, default_file, default_source, event_loop): +async def test_create_many_source_passages_async(server: SyncServer, default_user, default_file, default_source): """Test creating multiple source passages using the new batch method.""" passages = [ PydanticPassage( @@ -3534,7 +3534,7 @@ def test_deprecated_methods_show_warnings(server: SyncServer, default_user, sara # User Manager Tests # ====================================================================================================================== @pytest.mark.asyncio -async def test_list_users(server: SyncServer, event_loop): +async def test_list_users(server: SyncServer): # Create default organization org = await server.organization_manager.create_default_organization_async() @@ -3551,7 +3551,7 @@ async def test_list_users(server: SyncServer, event_loop): @pytest.mark.asyncio -async def test_create_default_user(server: SyncServer, event_loop): +async def test_create_default_user(server: SyncServer): org = await server.organization_manager.create_default_organization_async() await server.user_manager.create_default_actor_async(org_id=org.id) retrieved = await server.user_manager.get_default_actor_async() @@ -3559,7 +3559,7 @@ async def test_create_default_user(server: SyncServer, event_loop): @pytest.mark.asyncio -async def test_update_user(server: SyncServer, event_loop): +async def test_update_user(server: SyncServer): # Create default organization default_org = server.organization_manager.create_default_organization() test_org = server.organization_manager.create_organization(PydanticOrganization(name="test_org")) @@ -3684,7 +3684,7 @@ def test_get_tool_with_actor(server: SyncServer, print_tool, default_user): @pytest.mark.asyncio -async def test_list_tools(server: SyncServer, print_tool, default_user, event_loop): +async def test_list_tools(server: SyncServer, print_tool, default_user): # List tools (should include the one created by the fixture) tools = await server.tool_manager.list_tools_async(actor=default_user, upsert_base_tools=False) @@ -3811,7 +3811,7 @@ def test_update_tool_multi_user(server: SyncServer, print_tool, default_user, ot @pytest.mark.asyncio -async def test_delete_tool_by_id(server: SyncServer, print_tool, default_user, event_loop): +async def test_delete_tool_by_id(server: SyncServer, print_tool, default_user): # Delete the print_tool using the manager method server.tool_manager.delete_tool_by_id(print_tool.id, actor=default_user) @@ -3820,7 +3820,7 @@ async def test_delete_tool_by_id(server: SyncServer, print_tool, default_user, e @pytest.mark.asyncio -async def test_upsert_base_tools(server: SyncServer, default_user, event_loop): +async def test_upsert_base_tools(server: SyncServer, default_user): tools = await server.tool_manager.upsert_base_tools_async(actor=default_user) # Calculate expected tools accounting for production filtering @@ -4670,7 +4670,7 @@ async def test_batch_create_blocks_async(server: SyncServer, default_user): @pytest.mark.asyncio -async def test_get_blocks(server, default_user, event_loop): +async def test_get_blocks(server, default_user): block_manager = BlockManager() # Create blocks to retrieve later @@ -4691,7 +4691,7 @@ async def test_get_blocks(server, default_user, event_loop): @pytest.mark.asyncio -async def test_get_blocks_comprehensive(server, default_user, other_user_different_org, event_loop): +async def test_get_blocks_comprehensive(server, default_user, other_user_different_org): def random_label(prefix="label"): return f"{prefix}_{''.join(random.choices(string.ascii_lowercase, k=6))}" @@ -4800,7 +4800,7 @@ def test_update_block_limit_does_not_reset(server: SyncServer, default_user): @pytest.mark.asyncio -async def test_delete_block(server: SyncServer, default_user, event_loop): +async def test_delete_block(server: SyncServer, default_user): block_manager = BlockManager() # Create and delete a block @@ -4813,7 +4813,7 @@ async def test_delete_block(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_delete_block_detaches_from_agent(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_delete_block_detaches_from_agent(server: SyncServer, sarah_agent, default_user): # Create and delete a block block = server.block_manager.create_or_update_block(PydanticBlock(label="human", value="Sample content"), actor=default_user) agent_state = server.agent_manager.attach_block(agent_id=sarah_agent.id, block_id=block.id, actor=default_user) @@ -4834,7 +4834,7 @@ async def test_delete_block_detaches_from_agent(server: SyncServer, sarah_agent, @pytest.mark.asyncio -async def test_get_agents_for_block(server: SyncServer, sarah_agent, charles_agent, default_user, event_loop): +async def test_get_agents_for_block(server: SyncServer, sarah_agent, charles_agent, default_user): # Create and delete a block block = server.block_manager.create_or_update_block(PydanticBlock(label="alien", value="Sample content"), actor=default_user) sarah_agent = server.agent_manager.attach_block(agent_id=sarah_agent.id, block_id=block.id, actor=default_user) @@ -4855,7 +4855,7 @@ async def test_get_agents_for_block(server: SyncServer, sarah_agent, charles_age @pytest.mark.asyncio -async def test_batch_create_multiple_blocks(server: SyncServer, default_user, event_loop): +async def test_batch_create_multiple_blocks(server: SyncServer, default_user): block_manager = BlockManager() num_blocks = 10 @@ -4920,7 +4920,7 @@ async def test_bulk_update_skips_missing_and_truncates_then_returns_none( @pytest.mark.asyncio @pytest.mark.skip(reason="TODO: implement for async") -async def test_bulk_update_return_hydrated_true(server: SyncServer, default_user: PydanticUser, event_loop): +async def test_bulk_update_return_hydrated_true(server: SyncServer, default_user: PydanticUser): mgr = BlockManager() # create a block @@ -5546,7 +5546,7 @@ def test_redo_concurrency_stale(server: SyncServer, default_user): @pytest.mark.asyncio -async def test_create_and_upsert_identity(server: SyncServer, default_user, event_loop): +async def test_create_and_upsert_identity(server: SyncServer, default_user): identity_create = IdentityCreate( identifier_key="1234", name="caren", @@ -5614,7 +5614,7 @@ async def test_get_identities(server, default_user): @pytest.mark.asyncio -async def test_update_identity(server: SyncServer, sarah_agent, charles_agent, default_user, event_loop): +async def test_update_identity(server: SyncServer, sarah_agent, charles_agent, default_user): identity = await server.identity_manager.create_identity_async( IdentityCreate(name="caren", identifier_key="1234", identity_type=IdentityType.user), actor=default_user ) @@ -5642,7 +5642,7 @@ async def test_update_identity(server: SyncServer, sarah_agent, charles_agent, d @pytest.mark.asyncio -async def test_attach_detach_identity_from_agent(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_attach_detach_identity_from_agent(server: SyncServer, sarah_agent, default_user): # Create an identity identity = await server.identity_manager.create_identity_async( IdentityCreate(name="caren", identifier_key="1234", identity_type=IdentityType.user), actor=default_user @@ -5667,7 +5667,7 @@ async def test_attach_detach_identity_from_agent(server: SyncServer, sarah_agent @pytest.mark.asyncio -async def test_get_set_agents_for_identities(server: SyncServer, sarah_agent, charles_agent, default_user, event_loop): +async def test_get_set_agents_for_identities(server: SyncServer, sarah_agent, charles_agent, default_user): identity = await server.identity_manager.create_identity_async( IdentityCreate(name="caren", identifier_key="1234", identity_type=IdentityType.user, agent_ids=[sarah_agent.id, charles_agent.id]), actor=default_user, @@ -5732,7 +5732,7 @@ async def test_get_set_agents_for_identities(server: SyncServer, sarah_agent, ch @pytest.mark.asyncio -async def test_upsert_properties(server: SyncServer, default_user, event_loop): +async def test_upsert_properties(server: SyncServer, default_user): identity_create = IdentityCreate( identifier_key="1234", name="caren", @@ -5761,7 +5761,7 @@ async def test_upsert_properties(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_attach_detach_identity_from_block(server: SyncServer, default_block, default_user, event_loop): +async def test_attach_detach_identity_from_block(server: SyncServer, default_block, default_user): # Create an identity identity = await server.identity_manager.create_identity_async( IdentityCreate(name="caren", identifier_key="1234", identity_type=IdentityType.user, block_ids=[default_block.id]), @@ -5785,7 +5785,7 @@ async def test_attach_detach_identity_from_block(server: SyncServer, default_blo @pytest.mark.asyncio -async def test_get_set_blocks_for_identities(server: SyncServer, default_block, default_user, event_loop): +async def test_get_set_blocks_for_identities(server: SyncServer, default_block, default_user): block_manager = BlockManager() block_with_identity = block_manager.create_or_update_block(PydanticBlock(label="persona", value="Original Content"), actor=default_user) block_without_identity = block_manager.create_or_update_block(PydanticBlock(label="user", value="Original Content"), actor=default_user) @@ -5839,7 +5839,7 @@ async def test_get_set_blocks_for_identities(server: SyncServer, default_block, @pytest.mark.asyncio -async def test_get_existing_source_names(server: SyncServer, default_user, event_loop): +async def test_get_existing_source_names(server: SyncServer, default_user): """Test the fast batch check for existing source names.""" # Create some test sources source1 = PydanticSource( @@ -5892,7 +5892,7 @@ async def test_get_existing_source_names(server: SyncServer, default_user, event @pytest.mark.asyncio -async def test_create_source(server: SyncServer, default_user, event_loop): +async def test_create_source(server: SyncServer, default_user): """Test creating a new source.""" source_pydantic = PydanticSource( name="Test Source", @@ -5968,7 +5968,7 @@ async def test_delete_source(server: SyncServer, default_user): @pytest.mark.asyncio -async def test_delete_attached_source(server: SyncServer, sarah_agent, default_user, event_loop): +async def test_delete_attached_source(server: SyncServer, sarah_agent, default_user): """Test deleting a source.""" source_pydantic = PydanticSource( name="To Delete", description="This source will be deleted.", embedding_config=DEFAULT_EMBEDDING_CONFIG @@ -7240,7 +7240,7 @@ async def test_get_organization_sources_metadata(server, default_user): @pytest.mark.asyncio -async def test_create_or_update_sandbox_config(server: SyncServer, default_user, event_loop): +async def test_create_or_update_sandbox_config(server: SyncServer, default_user): sandbox_config_create = SandboxConfigCreate( config=E2BSandboxConfig(), ) @@ -7253,7 +7253,7 @@ async def test_create_or_update_sandbox_config(server: SyncServer, default_user, @pytest.mark.asyncio -async def test_create_local_sandbox_config_defaults(server: SyncServer, default_user, event_loop): +async def test_create_local_sandbox_config_defaults(server: SyncServer, default_user): sandbox_config_create = SandboxConfigCreate( config=LocalSandboxConfig(), ) @@ -7267,7 +7267,7 @@ async def test_create_local_sandbox_config_defaults(server: SyncServer, default_ @pytest.mark.asyncio -async def test_default_e2b_settings_sandbox_config(server: SyncServer, default_user, event_loop): +async def test_default_e2b_settings_sandbox_config(server: SyncServer, default_user): created_config = await server.sandbox_config_manager.get_or_create_default_sandbox_config_async( sandbox_type=SandboxType.E2B, actor=default_user ) @@ -7279,7 +7279,7 @@ async def test_default_e2b_settings_sandbox_config(server: SyncServer, default_u @pytest.mark.asyncio -async def test_update_existing_sandbox_config(server: SyncServer, sandbox_config_fixture, default_user, event_loop): +async def test_update_existing_sandbox_config(server: SyncServer, sandbox_config_fixture, default_user): update_data = SandboxConfigUpdate(config=E2BSandboxConfig(template="template_2", timeout=120)) updated_config = await server.sandbox_config_manager.update_sandbox_config_async( sandbox_config_fixture.id, update_data, actor=default_user @@ -7291,7 +7291,7 @@ async def test_update_existing_sandbox_config(server: SyncServer, sandbox_config @pytest.mark.asyncio -async def test_delete_sandbox_config(server: SyncServer, sandbox_config_fixture, default_user, event_loop): +async def test_delete_sandbox_config(server: SyncServer, sandbox_config_fixture, default_user): deleted_config = await server.sandbox_config_manager.delete_sandbox_config_async(sandbox_config_fixture.id, actor=default_user) # Assertions to verify deletion @@ -7303,7 +7303,7 @@ async def test_delete_sandbox_config(server: SyncServer, sandbox_config_fixture, @pytest.mark.asyncio -async def test_get_sandbox_config_by_type(server: SyncServer, sandbox_config_fixture, default_user, event_loop): +async def test_get_sandbox_config_by_type(server: SyncServer, sandbox_config_fixture, default_user): retrieved_config = await server.sandbox_config_manager.get_sandbox_config_by_type_async(sandbox_config_fixture.type, actor=default_user) # Assertions to verify correct retrieval @@ -7312,7 +7312,7 @@ async def test_get_sandbox_config_by_type(server: SyncServer, sandbox_config_fix @pytest.mark.asyncio -async def test_list_sandbox_configs(server: SyncServer, default_user, event_loop): +async def test_list_sandbox_configs(server: SyncServer, default_user): # Creating multiple sandbox configs config_e2b_create = SandboxConfigCreate( config=E2BSandboxConfig(), @@ -7353,7 +7353,7 @@ async def test_list_sandbox_configs(server: SyncServer, default_user, event_loop @pytest.mark.asyncio -async def test_create_sandbox_env_var(server: SyncServer, sandbox_config_fixture, default_user, event_loop): +async def test_create_sandbox_env_var(server: SyncServer, sandbox_config_fixture, default_user): env_var_create = SandboxEnvironmentVariableCreate(key="TEST_VAR", value="test_value", description="A test environment variable.") created_env_var = await server.sandbox_config_manager.create_sandbox_env_var_async( env_var_create, sandbox_config_id=sandbox_config_fixture.id, actor=default_user @@ -7366,7 +7366,7 @@ async def test_create_sandbox_env_var(server: SyncServer, sandbox_config_fixture @pytest.mark.asyncio -async def test_update_sandbox_env_var(server: SyncServer, sandbox_env_var_fixture, default_user, event_loop): +async def test_update_sandbox_env_var(server: SyncServer, sandbox_env_var_fixture, default_user): update_data = SandboxEnvironmentVariableUpdate(value="updated_value") updated_env_var = await server.sandbox_config_manager.update_sandbox_env_var_async( sandbox_env_var_fixture.id, update_data, actor=default_user @@ -7378,7 +7378,7 @@ async def test_update_sandbox_env_var(server: SyncServer, sandbox_env_var_fixtur @pytest.mark.asyncio -async def test_delete_sandbox_env_var(server: SyncServer, sandbox_config_fixture, sandbox_env_var_fixture, default_user, event_loop): +async def test_delete_sandbox_env_var(server: SyncServer, sandbox_config_fixture, sandbox_env_var_fixture, default_user): deleted_env_var = await server.sandbox_config_manager.delete_sandbox_env_var_async(sandbox_env_var_fixture.id, actor=default_user) # Assertions to verify deletion @@ -7392,7 +7392,7 @@ async def test_delete_sandbox_env_var(server: SyncServer, sandbox_config_fixture @pytest.mark.asyncio -async def test_list_sandbox_env_vars(server: SyncServer, sandbox_config_fixture, default_user, event_loop): +async def test_list_sandbox_env_vars(server: SyncServer, sandbox_config_fixture, default_user): # Creating multiple environment variables env_var_create_a = SandboxEnvironmentVariableCreate(key="VAR1", value="value1") env_var_create_b = SandboxEnvironmentVariableCreate(key="VAR2", value="value2") @@ -7425,7 +7425,7 @@ async def test_list_sandbox_env_vars(server: SyncServer, sandbox_config_fixture, @pytest.mark.asyncio -async def test_get_sandbox_env_var_by_key(server: SyncServer, sandbox_env_var_fixture, default_user, event_loop): +async def test_get_sandbox_env_var_by_key(server: SyncServer, sandbox_env_var_fixture, default_user): retrieved_env_var = await server.sandbox_config_manager.get_sandbox_env_var_by_key_and_sandbox_config_id_async( sandbox_env_var_fixture.key, sandbox_env_var_fixture.sandbox_config_id, actor=default_user ) @@ -7441,7 +7441,7 @@ async def test_get_sandbox_env_var_by_key(server: SyncServer, sandbox_env_var_fi @pytest.mark.asyncio -async def test_create_job(server: SyncServer, default_user, event_loop): +async def test_create_job(server: SyncServer, default_user): """Test creating a job.""" job_data = PydanticJob( status=JobStatus.created, @@ -7457,7 +7457,7 @@ async def test_create_job(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_get_job_by_id(server: SyncServer, default_user, event_loop): +async def test_get_job_by_id(server: SyncServer, default_user): """Test fetching a job by ID.""" # Create a job job_data = PydanticJob( @@ -7476,7 +7476,7 @@ async def test_get_job_by_id(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_list_jobs(server: SyncServer, default_user, event_loop): +async def test_list_jobs(server: SyncServer, default_user): """Test listing jobs.""" # Create multiple jobs for i in range(3): @@ -7496,7 +7496,7 @@ async def test_list_jobs(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_list_jobs_with_metadata(server: SyncServer, default_user, event_loop): +async def test_list_jobs_with_metadata(server: SyncServer, default_user): for i in range(3): job_data = PydanticJob(status=JobStatus.created, metadata={"source_id": f"source-test-{i}"}) await server.job_manager.create_job_async(pydantic_job=job_data, actor=default_user) @@ -7506,7 +7506,7 @@ async def test_list_jobs_with_metadata(server: SyncServer, default_user, event_l @pytest.mark.asyncio -async def test_update_job_by_id(server: SyncServer, default_user, event_loop): +async def test_update_job_by_id(server: SyncServer, default_user): """Test updating a job by its ID.""" # Create a job job_data = PydanticJob( @@ -7527,7 +7527,7 @@ async def test_update_job_by_id(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_delete_job_by_id(server: SyncServer, default_user, event_loop): +async def test_delete_job_by_id(server: SyncServer, default_user): """Test deleting a job by its ID.""" # Create a job job_data = PydanticJob( @@ -7545,7 +7545,7 @@ async def test_delete_job_by_id(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_update_job_auto_complete(server: SyncServer, default_user, event_loop): +async def test_update_job_auto_complete(server: SyncServer, default_user): """Test that updating a job's status to 'completed' automatically sets completed_at.""" # Create a job job_data = PydanticJob( @@ -7564,7 +7564,7 @@ async def test_update_job_auto_complete(server: SyncServer, default_user, event_ @pytest.mark.asyncio -async def test_get_job_not_found(server: SyncServer, default_user, event_loop): +async def test_get_job_not_found(server: SyncServer, default_user): """Test fetching a non-existent job.""" non_existent_job_id = "nonexistent-id" with pytest.raises(NoResultFound): @@ -7572,7 +7572,7 @@ async def test_get_job_not_found(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_delete_job_not_found(server: SyncServer, default_user, event_loop): +async def test_delete_job_not_found(server: SyncServer, default_user): """Test deleting a non-existent job.""" non_existent_job_id = "nonexistent-id" with pytest.raises(NoResultFound): @@ -7580,7 +7580,7 @@ async def test_delete_job_not_found(server: SyncServer, default_user, event_loop @pytest.mark.asyncio -async def test_list_jobs_pagination(server: SyncServer, default_user, event_loop): +async def test_list_jobs_pagination(server: SyncServer, default_user): """Test listing jobs with pagination.""" # Create multiple jobs for i in range(10): @@ -7634,7 +7634,7 @@ async def test_list_jobs_pagination(server: SyncServer, default_user, event_loop @pytest.mark.asyncio -async def test_list_jobs_by_status(server: SyncServer, default_user, event_loop): +async def test_list_jobs_by_status(server: SyncServer, default_user): """Test listing jobs filtered by status.""" # Create multiple jobs with different statuses job_data_created = PydanticJob( @@ -7671,7 +7671,7 @@ async def test_list_jobs_by_status(server: SyncServer, default_user, event_loop) @pytest.mark.asyncio -async def test_list_jobs_filter_by_type(server: SyncServer, default_user, default_job, event_loop): +async def test_list_jobs_filter_by_type(server: SyncServer, default_user, default_job): """Test that list_jobs correctly filters by job_type.""" # Create a run job run_pydantic = PydanticJob( @@ -8106,7 +8106,7 @@ def test_get_run_messages_with_assistant_message(server: SyncServer, default_use @pytest.mark.asyncio -async def test_job_usage_stats_add_and_get(server: SyncServer, sarah_agent, default_job, default_user, event_loop): +async def test_job_usage_stats_add_and_get(server: SyncServer, sarah_agent, default_job, default_user): """Test adding and retrieving job usage statistics.""" job_manager = server.job_manager step_manager = server.step_manager @@ -8160,7 +8160,7 @@ def test_job_usage_stats_get_no_stats(server: SyncServer, default_job, default_u @pytest.mark.asyncio -async def test_job_usage_stats_add_multiple(server: SyncServer, sarah_agent, default_job, default_user, event_loop): +async def test_job_usage_stats_add_multiple(server: SyncServer, sarah_agent, default_job, default_user): """Test adding multiple usage statistics entries for a job.""" job_manager = server.job_manager step_manager = server.step_manager @@ -8233,7 +8233,7 @@ async def test_job_usage_stats_add_multiple(server: SyncServer, sarah_agent, def @pytest.mark.asyncio -async def test_step_manager_error_tracking(server: SyncServer, sarah_agent, default_job, default_user, event_loop): +async def test_step_manager_error_tracking(server: SyncServer, sarah_agent, default_job, default_user): """Test step manager error tracking functionality.""" step_manager = server.step_manager @@ -8354,7 +8354,7 @@ async def test_step_manager_error_tracking(server: SyncServer, sarah_agent, defa @pytest.mark.asyncio -async def test_step_manager_error_tracking_edge_cases(server: SyncServer, sarah_agent, default_job, default_user, event_loop): +async def test_step_manager_error_tracking_edge_cases(server: SyncServer, sarah_agent, default_job, default_user): """Test edge cases for step manager error tracking.""" step_manager = server.step_manager @@ -8489,7 +8489,7 @@ async def test_step_manager_error_tracking_edge_cases(server: SyncServer, sarah_ @pytest.mark.asyncio -async def test_step_manager_list_steps_with_status_filter(server: SyncServer, sarah_agent, default_job, default_user, event_loop): +async def test_step_manager_list_steps_with_status_filter(server: SyncServer, sarah_agent, default_job, default_user): """Test listing steps with status filters.""" step_manager = server.step_manager @@ -8534,7 +8534,7 @@ async def test_step_manager_list_steps_with_status_filter(server: SyncServer, sa assert status_counts[status] >= 1, f"No steps found with status {status}" -async def test_step_manager_record_metrics(server: SyncServer, sarah_agent, default_job, default_user, event_loop): +async def test_step_manager_record_metrics(server: SyncServer, sarah_agent, default_job, default_user): """Test recording step metrics functionality.""" step_manager = server.step_manager @@ -8587,7 +8587,7 @@ async def test_step_manager_record_metrics(server: SyncServer, sarah_agent, defa assert metrics.base_template_id == "base-template-id" -async def test_step_manager_record_metrics_nonexistent_step(server: SyncServer, default_user, event_loop): +async def test_step_manager_record_metrics_nonexistent_step(server: SyncServer, default_user): """Test recording metrics for a nonexistent step.""" step_manager = server.step_manager @@ -8611,7 +8611,7 @@ def test_job_usage_stats_get_nonexistent_job(server: SyncServer, default_user): @pytest.mark.asyncio -async def test_record_ttft(server: SyncServer, default_user, event_loop): +async def test_record_ttft(server: SyncServer, default_user): """Test recording time to first token for a job.""" # Create a job job_data = PydanticJob( @@ -8630,7 +8630,7 @@ async def test_record_ttft(server: SyncServer, default_user, event_loop): @pytest.mark.asyncio -async def test_record_response_duration(server: SyncServer, default_user, event_loop): +async def test_record_response_duration(server: SyncServer, default_user): """Test recording total response duration for a job.""" # Create a job job_data = PydanticJob( @@ -8649,7 +8649,7 @@ async def test_record_response_duration(server: SyncServer, default_user, event_ @pytest.mark.asyncio -async def test_record_timing_metrics_together(server: SyncServer, default_user, event_loop): +async def test_record_timing_metrics_together(server: SyncServer, default_user): """Test recording both TTFT and response duration for a job.""" # Create a job job_data = PydanticJob( @@ -8672,7 +8672,7 @@ async def test_record_timing_metrics_together(server: SyncServer, default_user, @pytest.mark.asyncio -async def test_record_timing_invalid_job(server: SyncServer, default_user, event_loop): +async def test_record_timing_invalid_job(server: SyncServer, default_user): """Test recording timing metrics for non-existent job fails gracefully.""" # Try to record TTFT for non-existent job - should not raise exception but log warning await server.job_manager.record_ttft("nonexistent_job_id", 1_000_000_000, default_user) @@ -8741,7 +8741,7 @@ def test_list_tags(server: SyncServer, default_user, default_organization): @pytest.mark.asyncio -async def test_create_and_get_batch_request(server, default_user, dummy_beta_message_batch, letta_batch_job, event_loop): +async def test_create_and_get_batch_request(server, default_user, dummy_beta_message_batch, letta_batch_job): batch = await server.batch_manager.create_llm_batch_job_async( llm_provider=ProviderType.anthropic, status=JobStatus.created, @@ -8756,7 +8756,7 @@ async def test_create_and_get_batch_request(server, default_user, dummy_beta_mes @pytest.mark.asyncio -async def test_update_batch_status(server, default_user, dummy_beta_message_batch, letta_batch_job, event_loop): +async def test_update_batch_status(server, default_user, dummy_beta_message_batch, letta_batch_job): batch = await server.batch_manager.create_llm_batch_job_async( llm_provider=ProviderType.anthropic, status=JobStatus.created, @@ -8882,7 +8882,7 @@ async def test_delete_batch_item( @pytest.mark.asyncio -async def test_list_running_batches(server, default_user, dummy_beta_message_batch, letta_batch_job, event_loop): +async def test_list_running_batches(server, default_user, dummy_beta_message_batch, letta_batch_job): # Create recent running batches num_running = 3 @@ -8929,7 +8929,7 @@ async def test_list_running_batches(server, default_user, dummy_beta_message_bat @pytest.mark.asyncio -async def test_bulk_update_batch_statuses(server, default_user, dummy_beta_message_batch, letta_batch_job, event_loop): +async def test_bulk_update_batch_statuses(server, default_user, dummy_beta_message_batch, letta_batch_job): batch = await server.batch_manager.create_llm_batch_job_async( llm_provider=ProviderType.anthropic, status=JobStatus.created, @@ -9301,7 +9301,7 @@ async def test_count_batch_items( @pytest.mark.asyncio -async def test_create_mcp_server(server, default_user, event_loop): +async def test_create_mcp_server(server, default_user): from letta.schemas.mcp import MCPServer, MCPServerType, SSEServerConfig, StdioServerConfig from letta.settings import tool_settings @@ -9353,7 +9353,7 @@ async def test_create_mcp_server(server, default_user, event_loop): print("TAGS", tool.tags) -async def test_get_mcp_servers_by_ids(server, default_user, event_loop): +async def test_get_mcp_servers_by_ids(server, default_user): from letta.schemas.mcp import MCPServer, MCPServerType, SSEServerConfig, StdioServerConfig from letta.settings import tool_settings @@ -9432,7 +9432,7 @@ async def test_get_mcp_servers_by_ids(server, default_user, event_loop): # Additional MCPManager OAuth session tests @pytest.mark.asyncio -async def test_mcp_server_deletion_cascades_oauth_sessions(server, default_organization, default_user, event_loop): +async def test_mcp_server_deletion_cascades_oauth_sessions(server, default_organization, default_user): """Deleting an MCP server deletes associated OAuth sessions (same user + URL).""" from letta.schemas.mcp import MCPOAuthSessionCreate @@ -9476,7 +9476,7 @@ async def test_mcp_server_deletion_cascades_oauth_sessions(server, default_organ @pytest.mark.asyncio -async def test_oauth_sessions_with_different_url_persist(server, default_organization, default_user, event_loop): +async def test_oauth_sessions_with_different_url_persist(server, default_organization, default_user): """Sessions with different URL should not be deleted when deleting the server for another URL.""" from letta.schemas.mcp import MCPOAuthSessionCreate @@ -9517,7 +9517,7 @@ async def test_oauth_sessions_with_different_url_persist(server, default_organiz @pytest.mark.asyncio -async def test_mcp_server_creation_links_orphaned_sessions(server, default_organization, default_user, event_loop): +async def test_mcp_server_creation_links_orphaned_sessions(server, default_organization, default_user): """Creating a server should link any existing orphaned sessions (same user + URL).""" from letta.schemas.mcp import MCPOAuthSessionCreate @@ -9563,7 +9563,7 @@ async def test_mcp_server_creation_links_orphaned_sessions(server, default_organ @pytest.mark.asyncio -async def test_mcp_server_delete_removes_all_sessions_for_url_and_user(server, default_organization, default_user, event_loop): +async def test_mcp_server_delete_removes_all_sessions_for_url_and_user(server, default_organization, default_user): """Deleting a server removes both linked and orphaned sessions for same user+URL.""" from letta.schemas.mcp import MCPOAuthSessionCreate @@ -10971,7 +10971,7 @@ FAILED tests/test_managers.py::test_high_concurrency_stress_test - AssertionErro # # # @pytest.mark.asyncio -# async def test_high_concurrency_stress_test(server: SyncServer, comprehensive_test_agent_fixture, default_user: PydanticUser, event_loop): +# async def test_high_concurrency_stress_test(server: SyncServer, comprehensive_test_agent_fixture, default_user: PydanticUser): # """Stress test with high concurrency to catch race conditions.""" # agent, _ = comprehensive_test_agent_fixture # diff --git a/tests/test_plugins.py b/tests/test_plugins.py index f4495edf..7b5d873c 100644 --- a/tests/test_plugins.py +++ b/tests/test_plugins.py @@ -6,7 +6,7 @@ from letta.settings import settings @pytest.mark.asyncio -async def test_default_experimental_decorator(event_loop): +async def test_default_experimental_decorator(): settings.plugin_register = "experimental_check=tests.helpers.plugins_helper:is_experimental_okay" @experimental("test_just_pass", fallback_function=lambda: False, kwarg1=3) @@ -18,7 +18,7 @@ async def test_default_experimental_decorator(event_loop): @pytest.mark.asyncio -async def test_overwrite_arg_success(event_loop): +async def test_overwrite_arg_success(): settings.plugin_register = "experimental_check=tests.helpers.plugins_helper:is_experimental_okay" @experimental("test_override_kwarg", fallback_function=lambda *args, **kwargs: False, bool_val=True) @@ -31,7 +31,7 @@ async def test_overwrite_arg_success(event_loop): @pytest.mark.asyncio -async def test_overwrite_arg_fail(event_loop): +async def test_overwrite_arg_fail(): # Should fallback to lambda settings.plugin_register = "experimental_check=tests.helpers.plugins_helper:is_experimental_okay" @@ -61,7 +61,7 @@ async def test_overwrite_arg_fail(event_loop): @pytest.mark.asyncio -async def test_redis_flag(event_loop): +async def test_redis_flag(): settings.plugin_register = "experimental_check=tests.helpers.plugins_helper:is_experimental_okay" @experimental("test_redis_flag", fallback_function=lambda *args, **kwargs: _raise()) diff --git a/tests/test_provider_trace.py b/tests/test_provider_trace.py index 1580ce8c..871c9ba1 100644 --- a/tests/test_provider_trace.py +++ b/tests/test_provider_trace.py @@ -130,7 +130,7 @@ async def test_provider_trace_experimental_step(message, agent_state, default_us @pytest.mark.asyncio @pytest.mark.parametrize("message", ["Get the weather in San Francisco."]) -async def test_provider_trace_experimental_step_stream(message, agent_state, default_user, event_loop): +async def test_provider_trace_experimental_step_stream(message, agent_state, default_user): experimental_agent = LettaAgent( agent_id=agent_state.id, message_manager=MessageManager(), @@ -169,7 +169,7 @@ async def test_provider_trace_experimental_step_stream(message, agent_state, def @pytest.mark.asyncio @pytest.mark.parametrize("message", ["Get the weather in San Francisco."]) -async def test_provider_trace_step(client, agent_state, default_user, message, event_loop): +async def test_provider_trace_step(client, agent_state, default_user, message): client.agents.messages.create(agent_id=agent_state.id, messages=[]) response = client.agents.messages.create( agent_id=agent_state.id, @@ -186,7 +186,7 @@ async def test_provider_trace_step(client, agent_state, default_user, message, e @pytest.mark.asyncio @pytest.mark.parametrize("message", ["Get the weather in San Francisco."]) -async def test_noop_provider_trace(message, agent_state, default_user, event_loop): +async def test_noop_provider_trace(message, agent_state, default_user): experimental_agent = LettaAgent( agent_id=agent_state.id, message_manager=MessageManager(), diff --git a/tests/test_redis_client.py b/tests/test_redis_client.py index 4d451a7f..7017de9e 100644 --- a/tests/test_redis_client.py +++ b/tests/test_redis_client.py @@ -4,7 +4,7 @@ from letta.data_sources.redis_client import get_redis_client @pytest.mark.asyncio -async def test_redis_client(event_loop): +async def test_redis_client(): test_values = {"LETTA_TEST_0": [1, 2, 3], "LETTA_TEST_1": ["apple", "pear", "banana"], "LETTA_TEST_2": ["{}", 3.2, "cat"]} redis_client = await get_redis_client() diff --git a/tests/test_server.py b/tests/test_server.py index 58cfc1c2..35642a3b 100644 --- a/tests/test_server.py +++ b/tests/test_server.py @@ -485,7 +485,7 @@ def test_delete_agent_same_org(server: SyncServer, org_id: str, user: User): @pytest.mark.asyncio -async def test_read_local_llm_configs(server: SyncServer, user: User, event_loop): +async def test_read_local_llm_configs(server: SyncServer, user: User): configs_base_dir = os.path.join(os.path.expanduser("~"), ".letta", "llm_configs") clean_up_dir = False if not os.path.exists(configs_base_dir): @@ -1016,7 +1016,7 @@ async def test_add_remove_tools_update_agent(server: SyncServer, user_id: str, b @pytest.mark.asyncio -async def test_messages_with_provider_override(server: SyncServer, user_id: str, event_loop): +async def test_messages_with_provider_override(server: SyncServer, user_id: str): actor = await server.user_manager.get_actor_or_default_async(actor_id=user_id) provider = server.provider_manager.create_provider( request=ProviderCreate( @@ -1096,7 +1096,7 @@ async def test_messages_with_provider_override(server: SyncServer, user_id: str, @pytest.mark.asyncio -async def test_unique_handles_for_provider_configs(server: SyncServer, user: User, event_loop): +async def test_unique_handles_for_provider_configs(server: SyncServer, user: User): models = await server.list_llm_models_async(actor=user) model_handles = [model.handle for model in models] assert sorted(model_handles) == sorted(list(set(model_handles))), "All models should have unique handles" diff --git a/tests/test_utils.py b/tests/test_utils.py index 30c3a121..225dcec4 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -1,5 +1,3 @@ -import asyncio - import pytest from letta.constants import MAX_FILENAME_LENGTH @@ -522,19 +520,8 @@ def test_line_chunker_only_start_parameter(): # ---------------------- Alembic Revision TESTS ---------------------- # -@pytest.fixture(scope="module") -def event_loop(): - """ - Create an event loop for the entire test session. - Ensures all async tasks 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b/letta/server/rest_api/routers/v1/runs.py index 2d0085e4..8b283bf3 100644 --- a/letta/server/rest_api/routers/v1/runs.py +++ b/letta/server/rest_api/routers/v1/runs.py @@ -24,7 +24,14 @@ router = APIRouter(prefix="/runs", tags=["runs"]) def list_runs( server: "SyncServer" = Depends(get_letta_server), agent_ids: Optional[List[str]] = Query(None, description="The unique identifier of the agent associated with the run."), - background: Optional[bool] = Query(False, description="If True, filters for runs that were created in background mode."), + background: Optional[bool] = Query(None, description="If True, filters for runs that were created in background mode."), + after: Optional[str] = Query(None, description="Cursor for pagination"), + before: Optional[str] = Query(None, description="Cursor for pagination"), + limit: Optional[int] = Query(50, description="Maximum number of runs to return"), + ascending: bool = Query( + False, + description="Whether to sort agents oldest to newest (True) or newest to oldest (False, default)", + ), actor_id: Optional[str] = Header(None, alias="user_id"), # Extract user_id from header, default to None if not present ): """ @@ -32,14 +39,21 @@ def list_runs( """ actor = server.user_manager.get_user_or_default(user_id=actor_id) - runs = [Run.from_job(job) for job in server.job_manager.list_jobs(actor=actor, job_type=JobType.RUN)] - + runs = [ + Run.from_job(job) + for job in server.job_manager.list_jobs( + actor=actor, + job_type=JobType.RUN, + limit=limit, + before=before, + after=after, + ascending=False, + ) + ] if agent_ids: runs = [run for run in runs if "agent_id" in run.metadata and run.metadata["agent_id"] in agent_ids] - - if background: - runs = [run for run in runs if "background" in run.metadata and run.metadata["background"]] - + if background is not None: + runs = [run for run in runs if "background" in run.metadata and run.metadata["background"] == background] return runs @@ -47,7 +61,7 @@ def list_runs( def list_active_runs( server: "SyncServer" = Depends(get_letta_server), agent_ids: Optional[List[str]] = Query(None, description="The unique identifier of the agent associated with the run."), - background: Optional[bool] = Query(False, description="If True, filters for runs that were created in background mode."), + background: Optional[bool] = Query(None, description="If True, filters for runs that were created in background mode."), actor_id: Optional[str] = Header(None, alias="user_id"), # Extract user_id from header, default to None if not present ): """ @@ -56,18 +70,15 @@ def list_active_runs( actor = server.user_manager.get_user_or_default(user_id=actor_id) active_runs = server.job_manager.list_jobs(actor=actor, statuses=[JobStatus.created, JobStatus.running], job_type=JobType.RUN) - active_runs = [Run.from_job(job) for job in active_runs] - if not agent_ids: - runs = active_runs - else: - runs = [run for run in active_runs if "agent_id" in run.metadata and run.metadata["agent_id"] in agent_ids] + if agent_ids: + active_runs = [run for run in active_runs if "agent_id" in run.metadata and run.metadata["agent_id"] in agent_ids] - if background: - runs = [run for run in runs if "background" in run.metadata and run.metadata["background"]] + if background is not None: + active_runs = [run for run in active_runs if "background" in run.metadata and run.metadata["background"] == background] - return runs + return active_runs @router.get("/{run_id}", response_model=Run, operation_id="retrieve_run") From fb6ecfc575f249a13b1221cd42144df76aa8a04a Mon Sep 17 00:00:00 2001 From: jnjpng Date: Tue, 26 Aug 2025 14:14:09 -0700 Subject: [PATCH 48/56] LET-4053: chore: clean up old mcp client code fix(LET-4053): clean up old mcp client code Remove commented-out and unused files in functions/mcp_client: - Deleted base_client.py (fully commented out) - Deleted sse_client.py (fully commented out) - Deleted stdio_client.py (fully commented out) - Deleted empty __init__.py Kept types.py and exceptions.py as they contain active code still being used. --- letta/functions/mcp_client/__init__.py | 0 letta/functions/mcp_client/base_client.py | 156 --------------------- letta/functions/mcp_client/sse_client.py | 51 ------- letta/functions/mcp_client/stdio_client.py | 109 -------------- 4 files changed, 316 deletions(-) delete mode 100644 letta/functions/mcp_client/__init__.py delete mode 100644 letta/functions/mcp_client/base_client.py delete mode 100644 letta/functions/mcp_client/sse_client.py delete mode 100644 letta/functions/mcp_client/stdio_client.py diff --git a/letta/functions/mcp_client/__init__.py b/letta/functions/mcp_client/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/letta/functions/mcp_client/base_client.py b/letta/functions/mcp_client/base_client.py deleted file mode 100644 index 55d16f20..00000000 --- a/letta/functions/mcp_client/base_client.py +++ /dev/null @@ -1,156 +0,0 @@ -from letta.log import get_logger - -logger = get_logger(__name__) - - -# class BaseMCPClient: -# def __init__(self, server_config: BaseServerConfig): -# self.server_config = server_config -# self.session: Optional[ClientSession] = None -# self.stdio = None -# self.write = None -# self.initialized = False -# self.loop = asyncio.new_event_loop() -# self.cleanup_funcs = [] -# -# def connect_to_server(self): -# asyncio.set_event_loop(self.loop) -# success = self._initialize_connection(self.server_config, timeout=tool_settings.mcp_connect_to_server_timeout) -# -# if success: -# try: -# self.loop.run_until_complete( -# asyncio.wait_for(self.session.initialize(), timeout=tool_settings.mcp_connect_to_server_timeout) -# ) -# self.initialized = True -# except asyncio.TimeoutError: -# raise MCPTimeoutError("initializing session", self.server_config.server_name, tool_settings.mcp_connect_to_server_timeout) -# else: -# raise RuntimeError( -# f"Connecting to MCP server failed. Please review your server config: {self.server_config.model_dump_json(indent=4)}" -# ) -# -# def _initialize_connection(self, server_config: BaseServerConfig, timeout: float) -> bool: -# raise NotImplementedError("Subclasses must implement _initialize_connection") -# -# def list_tools(self) -> List[MCPTool]: -# self._check_initialized() -# try: -# response = self.loop.run_until_complete( -# asyncio.wait_for(self.session.list_tools(), timeout=tool_settings.mcp_list_tools_timeout) -# ) -# return response.tools -# except asyncio.TimeoutError: -# logger.error( -# f"Timed out while listing tools for MCP server {self.server_config.server_name} (timeout={tool_settings.mcp_list_tools_timeout}s)." -# ) -# raise MCPTimeoutError("listing tools", self.server_config.server_name, tool_settings.mcp_list_tools_timeout) -# -# def execute_tool(self, tool_name: str, tool_args: dict) -> Tuple[str, bool]: -# self._check_initialized() -# try: -# result = self.loop.run_until_complete( -# asyncio.wait_for(self.session.call_tool(tool_name, tool_args), timeout=tool_settings.mcp_execute_tool_timeout) -# ) -# -# parsed_content = [] -# for content_piece in result.content: -# if isinstance(content_piece, TextContent): -# parsed_content.append(content_piece.text) -# print("parsed_content (text)", parsed_content) -# else: -# parsed_content.append(str(content_piece)) -# print("parsed_content (other)", parsed_content) -# -# if len(parsed_content) > 0: -# final_content = " ".join(parsed_content) -# else: -# # TODO move hardcoding to constants -# final_content = "Empty response from tool" -# -# return final_content, result.isError -# except asyncio.TimeoutError: -# logger.error( -# f"Timed out while executing tool '{tool_name}' for MCP server {self.server_config.server_name} (timeout={tool_settings.mcp_execute_tool_timeout}s)." -# ) -# raise MCPTimeoutError(f"executing tool '{tool_name}'", self.server_config.server_name, tool_settings.mcp_execute_tool_timeout) -# -# def _check_initialized(self): -# if not self.initialized: -# logger.error("MCPClient has not been initialized") -# raise RuntimeError("MCPClient has not been initialized") -# -# def cleanup(self): -# try: -# for cleanup_func in self.cleanup_funcs: -# cleanup_func() -# self.initialized = False -# if not self.loop.is_closed(): -# self.loop.close() -# except Exception as e: -# logger.warning(e) -# finally: -# logger.info("Cleaned up MCP clients on shutdown.") -# -# -# class BaseAsyncMCPClient: -# def __init__(self, server_config: BaseServerConfig): -# self.server_config = server_config -# self.session: Optional[ClientSession] = None -# self.stdio = None -# self.write = None -# self.initialized = False -# self.cleanup_funcs = [] -# -# async def connect_to_server(self): -# -# success = await self._initialize_connection(self.server_config, timeout=tool_settings.mcp_connect_to_server_timeout) -# -# if success: -# self.initialized = True -# else: -# raise RuntimeError( -# f"Connecting to MCP server failed. Please review your server config: {self.server_config.model_dump_json(indent=4)}" -# ) -# -# async def list_tools(self) -> List[MCPTool]: -# self._check_initialized() -# response = await self.session.list_tools() -# return response.tools -# -# async def execute_tool(self, tool_name: str, tool_args: dict) -> Tuple[str, bool]: -# self._check_initialized() -# result = await self.session.call_tool(tool_name, tool_args) -# -# parsed_content = [] -# for content_piece in result.content: -# if isinstance(content_piece, TextContent): -# parsed_content.append(content_piece.text) -# else: -# parsed_content.append(str(content_piece)) -# -# if len(parsed_content) > 0: -# final_content = " ".join(parsed_content) -# else: -# # TODO move hardcoding to constants -# final_content = "Empty response from tool" -# -# return final_content, result.isError -# -# def _check_initialized(self): -# if not self.initialized: -# logger.error("MCPClient has not been initialized") -# raise RuntimeError("MCPClient has not been initialized") -# -# async def cleanup(self): -# try: -# for cleanup_func in self.cleanup_funcs: -# cleanup_func() -# self.initialized = False -# if not self.loop.is_closed(): -# self.loop.close() -# except Exception as e: -# logger.warning(e) -# finally: -# logger.info("Cleaned up MCP clients on shutdown.") -# diff --git a/letta/functions/mcp_client/sse_client.py b/letta/functions/mcp_client/sse_client.py deleted file mode 100644 index 01ad0b15..00000000 --- a/letta/functions/mcp_client/sse_client.py +++ /dev/null @@ -1,51 +0,0 @@ -# import asyncio -# -# from mcp import ClientSession -# from mcp.client.sse import sse_client -# -# from letta.functions.mcp_client.base_client import BaseAsyncMCPClient, BaseMCPClient -# from letta.functions.mcp_client.types import SSEServerConfig -# from letta.log import get_logger -# -## see: https://modelcontextprotocol.io/quickstart/user -# -# logger = get_logger(__name__) - - -# class SSEMCPClient(BaseMCPClient): -# def _initialize_connection(self, server_config: SSEServerConfig, timeout: float) -> bool: -# try: -# sse_cm = sse_client(url=server_config.server_url) -# sse_transport = self.loop.run_until_complete(asyncio.wait_for(sse_cm.__aenter__(), timeout=timeout)) -# self.stdio, self.write = sse_transport -# self.cleanup_funcs.append(lambda: self.loop.run_until_complete(sse_cm.__aexit__(None, None, None))) -# -# session_cm = ClientSession(self.stdio, self.write) -# self.session = self.loop.run_until_complete(asyncio.wait_for(session_cm.__aenter__(), timeout=timeout)) -# self.cleanup_funcs.append(lambda: self.loop.run_until_complete(session_cm.__aexit__(None, None, None))) -# return True -# except asyncio.TimeoutError: -# logger.error(f"Timed out while establishing SSE connection (timeout={timeout}s).") -# return False -# except Exception: -# logger.exception("Exception occurred while initializing SSE client session.") -# return False -# -# -# class AsyncSSEMCPClient(BaseAsyncMCPClient): -# -# async def _initialize_connection(self, server_config: SSEServerConfig, timeout: float) -> bool: -# try: -# sse_cm = sse_client(url=server_config.server_url) -# sse_transport = await sse_cm.__aenter__() -# self.stdio, self.write = sse_transport -# self.cleanup_funcs.append(lambda: sse_cm.__aexit__(None, None, None)) -# -# session_cm = ClientSession(self.stdio, self.write) -# self.session = await session_cm.__aenter__() -# self.cleanup_funcs.append(lambda: session_cm.__aexit__(None, None, None)) -# return True -# except Exception: -# logger.exception("Exception occurred while initializing SSE client session.") -# return False -# diff --git a/letta/functions/mcp_client/stdio_client.py b/letta/functions/mcp_client/stdio_client.py deleted file mode 100644 index be06b637..00000000 --- a/letta/functions/mcp_client/stdio_client.py +++ /dev/null @@ -1,109 +0,0 @@ -# import asyncio -# import sys -# from contextlib import asynccontextmanager -# -# import anyio -# import anyio.lowlevel -# import mcp.types as types -# from anyio.streams.text import TextReceiveStream -# from mcp import ClientSession, StdioServerParameters -# from mcp.client.stdio import get_default_environment -# -# from letta.functions.mcp_client.base_client import BaseMCPClient -# from letta.functions.mcp_client.types import StdioServerConfig -# from letta.log import get_logger -# -# logger = get_logger(__name__) - - -# class StdioMCPClient(BaseMCPClient): -# def _initialize_connection(self, server_config: StdioServerConfig, timeout: float) -> bool: -# try: -# server_params = StdioServerParameters(command=server_config.command, args=server_config.args, env=server_config.env) -# stdio_cm = forked_stdio_client(server_params) -# stdio_transport = self.loop.run_until_complete(asyncio.wait_for(stdio_cm.__aenter__(), timeout=timeout)) -# self.stdio, self.write = stdio_transport -# self.cleanup_funcs.append(lambda: self.loop.run_until_complete(stdio_cm.__aexit__(None, None, None))) -# -# session_cm = ClientSession(self.stdio, self.write) -# self.session = self.loop.run_until_complete(asyncio.wait_for(session_cm.__aenter__(), timeout=timeout)) -# self.cleanup_funcs.append(lambda: self.loop.run_until_complete(session_cm.__aexit__(None, None, None))) -# return True -# except asyncio.TimeoutError: -# logger.error(f"Timed out while establishing stdio connection (timeout={timeout}s).") -# return False -# except Exception: -# logger.exception("Exception occurred while initializing stdio client session.") -# return False -# -# -# @asynccontextmanager -# async def forked_stdio_client(server: StdioServerParameters): -# """ -# Client transport for stdio: this will connect to a server by spawning a -# process and communicating with it over stdin/stdout. -# """ -# read_stream_writer, read_stream = anyio.create_memory_object_stream(0) -# write_stream, write_stream_reader = anyio.create_memory_object_stream(0) -# -# try: -# process = await anyio.open_process( -# [server.command, *server.args], -# env=server.env or get_default_environment(), -# stderr=sys.stderr, # Consider logging stderr somewhere instead of silencing it -# ) -# except OSError as exc: -# raise RuntimeError(f"Failed to spawn process: {server.command} {server.args}") from exc -# -# async def stdout_reader(): -# assert process.stdout, "Opened process is missing stdout" -# buffer = "" -# try: -# async with read_stream_writer: -# async for chunk in TextReceiveStream( -# process.stdout, -# encoding=server.encoding, -# errors=server.encoding_error_handler, -# ): -# lines = (buffer + chunk).split("\n") -# buffer = lines.pop() -# for line in lines: -# try: -# message = types.JSONRPCMessage.model_validate_json(line) -# except Exception as exc: -# await read_stream_writer.send(exc) -# continue -# await read_stream_writer.send(message) -# except anyio.ClosedResourceError: -# await anyio.lowlevel.checkpoint() -# -# async def stdin_writer(): -# assert process.stdin, "Opened process is missing stdin" -# try: -# async with write_stream_reader: -# async for message in write_stream_reader: -# json = message.model_dump_json(by_alias=True, exclude_none=True) -# await process.stdin.send( -# (json + "\n").encode( -# encoding=server.encoding, -# errors=server.encoding_error_handler, -# ) -# ) -# except anyio.ClosedResourceError: -# await anyio.lowlevel.checkpoint() -# -# async def watch_process_exit(): -# returncode = await process.wait() -# if returncode != 0: -# raise RuntimeError(f"Subprocess exited with code {returncode}. Command: {server.command} {server.args}") -# -# async with anyio.create_task_group() as tg, process: -# tg.start_soon(stdout_reader) -# tg.start_soon(stdin_writer) -# tg.start_soon(watch_process_exit) -# -# with anyio.move_on_after(0.2): -# await anyio.sleep_forever() -# -# yield read_stream, write_stream -# From cae23cbdd5d223c13deb165a5de27ed64bb764e8 Mon Sep 17 00:00:00 2001 From: cthomas Date: Tue, 26 Aug 2025 14:33:29 -0700 Subject: [PATCH 49/56] feat: add error handling for background mode fetch [LET-4052] (#4210) * feat: add error handling for background mode fetch * improve redis error message * fix typeerror --------- Co-authored-by: Shubham Naik --- letta/schemas/job.py | 2 ++ letta/server/rest_api/routers/v1/agents.py | 6 ++++- letta/server/rest_api/routers/v1/runs.py | 28 +++++++++++++++++++++- 3 files changed, 34 insertions(+), 2 deletions(-) diff --git a/letta/schemas/job.py b/letta/schemas/job.py index 645b332d..257917a0 100644 --- a/letta/schemas/job.py +++ b/letta/schemas/job.py @@ -4,6 +4,7 @@ from typing import List, Optional from pydantic import BaseModel, ConfigDict, Field from letta.constants import DEFAULT_MESSAGE_TOOL, DEFAULT_MESSAGE_TOOL_KWARG +from letta.helpers.datetime_helpers import get_utc_time from letta.schemas.enums import JobStatus, JobType from letta.schemas.letta_base import OrmMetadataBase from letta.schemas.letta_message import MessageType @@ -12,6 +13,7 @@ from letta.schemas.letta_message import MessageType class JobBase(OrmMetadataBase): __id_prefix__ = "job" status: JobStatus = Field(default=JobStatus.created, description="The status of the job.") + created_at: datetime = Field(default_factory=get_utc_time, description="The unix timestamp of when the job was created.") completed_at: Optional[datetime] = Field(None, description="The unix timestamp of when the job was completed.") metadata: Optional[dict] = Field(None, validation_alias="metadata_", description="The metadata of the job.") job_type: JobType = Field(default=JobType.JOB, description="The type of the job.") diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index 084f2345..d849ba9a 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -1268,7 +1268,11 @@ async def send_message_streaming( if isinstance(redis_client, NoopAsyncRedisClient): raise HTTPException( status_code=503, - detail="Background streaming is not available: Redis is not configured. Please ensure Redis is properly configured and running.", + detail=( + "Background streaming requires Redis to be running. " + "Please ensure Redis is properly configured. " + f"LETTA_REDIS_HOST: {settings.redis_host}, LETTA_REDIS_PORT: {settings.redis_port}" + ), ) if request.stream_tokens and model_compatible_token_streaming: diff --git a/letta/server/rest_api/routers/v1/runs.py b/letta/server/rest_api/routers/v1/runs.py index 8b283bf3..3ac34c3d 100644 --- a/letta/server/rest_api/routers/v1/runs.py +++ b/letta/server/rest_api/routers/v1/runs.py @@ -1,9 +1,11 @@ +from datetime import timedelta from typing import Annotated, List, Optional from fastapi import APIRouter, Body, Depends, Header, HTTPException, Query from pydantic import Field -from letta.data_sources.redis_client import get_redis_client +from letta.data_sources.redis_client import NoopAsyncRedisClient, get_redis_client +from letta.helpers.datetime_helpers import get_utc_time from letta.orm.errors import NoResultFound from letta.schemas.enums import JobStatus, JobType, MessageRole from letta.schemas.letta_message import LettaMessageUnion @@ -260,8 +262,32 @@ async def retrieve_stream( actor_id: Optional[str] = Header(None, alias="user_id"), server: "SyncServer" = Depends(get_letta_server), ): + actor = await server.user_manager.get_actor_or_default_async(actor_id=actor_id) + try: + job = server.job_manager.get_job_by_id(job_id=run_id, actor=actor) + except NoResultFound: + raise HTTPException(status_code=404, detail="Run not found") + + run = Run.from_job(job) + + if "background" not in run.metadata or not run.metadata["background"]: + raise HTTPException(status_code=400, detail="Run was not created in background mode, so it cannot be retrieved.") + + if run.created_at < get_utc_time() - timedelta(hours=3): + raise HTTPException(status_code=410, detail="Run was created more than 3 hours ago, and is now expired.") + redis_client = await get_redis_client() + if isinstance(redis_client, NoopAsyncRedisClient): + raise HTTPException( + status_code=503, + detail=( + "Background streaming requires Redis to be running. " + "Please ensure Redis is properly configured. " + f"LETTA_REDIS_HOST: {settings.redis_host}, LETTA_REDIS_PORT: {settings.redis_port}" + ), + ) + stream = redis_sse_stream_generator( redis_client=redis_client, run_id=run_id, From e0c79002d98a1b7c6a08f2fd02c5eb5abdec955c Mon Sep 17 00:00:00 2001 From: cthomas Date: Tue, 26 Aug 2025 14:53:27 -0700 Subject: [PATCH 50/56] feat: change env vars to json string [PRO-1061] (#4216) feat: change env vars to json string --- letta/server/rest_api/routers/v1/agents.py | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index d849ba9a..0e2f2607 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -301,7 +301,9 @@ async def import_agent_serialized( False, description="If set to True, strips all messages from the agent before importing.", ), - env_vars: Optional[Dict[str, Any]] = Form(None, description="Environment variables to pass to the agent for tool execution."), + env_vars_json: Optional[str] = Form( + None, description="Environment variables as a JSON string to pass to the agent for tool execution." + ), ): """ Import a serialized agent file and recreate the agent(s) in the system. @@ -315,6 +317,17 @@ async def import_agent_serialized( except json.JSONDecodeError: raise HTTPException(status_code=400, detail="Corrupted agent file format.") + # Parse env_vars_json if provided + env_vars = None + if env_vars_json: + try: + env_vars = json.loads(env_vars_json) + except json.JSONDecodeError: + raise HTTPException(status_code=400, detail="env_vars_json must be a valid JSON string") + + if not isinstance(env_vars, dict): + raise HTTPException(status_code=400, detail="env_vars_json must be a valid JSON string") + # Check if the JSON is AgentFileSchema or AgentSchema # TODO: This is kind of hacky, but should work as long as dont' change the schema if "agents" in agent_json and isinstance(agent_json.get("agents"), list): From c0c43c1b00a0ed605ff5399f53b309f988eacc9f Mon Sep 17 00:00:00 2001 From: cthomas Date: Tue, 26 Aug 2025 14:54:06 -0700 Subject: [PATCH 51/56] feat: pipe env vars through agent file v2 [LET-4054] (#4217) feat: pipe env vars through agent file v2 --- letta/server/rest_api/routers/v1/agents.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/letta/server/rest_api/routers/v1/agents.py b/letta/server/rest_api/routers/v1/agents.py index 0e2f2607..cb8eaa08 100644 --- a/letta/server/rest_api/routers/v1/agents.py +++ b/letta/server/rest_api/routers/v1/agents.py @@ -251,6 +251,7 @@ async def import_agent( override_existing_tools: bool = True, project_id: str | None = None, strip_messages: bool = False, + env_vars: Optional[dict[str, Any]] = None, ) -> List[str]: """ Import an agent using the new AgentFileSchema format. @@ -262,7 +263,11 @@ async def import_agent( try: import_result = await server.agent_serialization_manager.import_file( - schema=agent_schema, actor=actor, append_copy_suffix=append_copy_suffix, override_existing_tools=override_existing_tools + schema=agent_schema, + actor=actor, + append_copy_suffix=append_copy_suffix, + override_existing_tools=override_existing_tools, + env_vars=env_vars, ) if not import_result.success: @@ -340,6 +345,7 @@ async def import_agent_serialized( override_existing_tools=override_existing_tools, project_id=project_id, strip_messages=strip_messages, + env_vars=env_vars, ) else: # This is a legacy AgentSchema From 64145ff0ec7b6bbf19d8f56f0d8487d5bba7036d Mon Sep 17 00:00:00 2001 From: Kian Jones <11655409+kianjones9@users.noreply.github.com> Date: Tue, 26 Aug 2025 14:59:55 -0700 Subject: [PATCH 52/56] chore: upgrade runner poetry and change npm nx commands to point to uv (#4218) upgrade runner poetry and change npm nx commands to point to uv --- project.json | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/project.json b/project.json index fbbade4e..9191d7ad 100644 --- a/project.json +++ b/project.json @@ -7,7 +7,7 @@ "lock": { "executor": "@nxlv/python:run-commands", "options": { - "command": "poetry lock --no-update", + "command": "uv lock --no-update", "cwd": "apps/core" } }, @@ -26,10 +26,7 @@ "dev": { "executor": "@nxlv/python:run-commands", "options": { - "commands": [ - "./otel/start-otel-collector.sh", - "poetry run letta server" - ], + "commands": ["./otel/start-otel-collector.sh", "uv run letta server"], "parallel": true, "cwd": "apps/core" } @@ -39,7 +36,7 @@ "options": { "commands": [ "./otel/start-otel-collector.sh", - "poetry run letta server --debug --reload" + "uv run letta server --debug --reload" ], "parallel": true, "cwd": "apps/core" @@ -58,21 +55,21 @@ "install": { "executor": "@nxlv/python:run-commands", "options": { - "command": "poetry install --all-extras", + "command": "uv sync --all-extras", "cwd": "apps/core" } }, "lint": { "executor": "@nxlv/python:run-commands", "options": { - "command": "poetry run isort --profile black . && poetry run black . && poetry run autoflake --remove-all-unused-imports --remove-unused-variables --in-place --recursive --ignore-init-module-imports .", + "command": "uv run isort --profile black . && uv run black . && uv run autoflake --remove-all-unused-imports --remove-unused-variables --in-place --recursive --ignore-init-module-imports .", "cwd": "apps/core" } }, "database:migrate": { "executor": "@nxlv/python:run-commands", "options": { - "command": "poetry run alembic upgrade head", + "command": "uv run alembic upgrade head", "cwd": "apps/core" } }, @@ -83,7 +80,7 @@ "{workspaceRoot}/coverage/apps/core" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "apps/core" } } From 2f8a223c03ae76d9d2a5aa2a8b8969d9bd71c888 Mon Sep 17 00:00:00 2001 From: cthomas Date: Tue, 26 Aug 2025 15:14:09 -0700 Subject: [PATCH 53/56] feat: add new llm client for deepseek [LET-4056] (#4219) feat: add new llm client for deepseek --- letta/llm_api/deepseek_client.py | 97 ++++++++++++++++++++++++++++++++ letta/llm_api/llm_client.py | 7 +++ 2 files changed, 104 insertions(+) create mode 100644 letta/llm_api/deepseek_client.py diff --git a/letta/llm_api/deepseek_client.py b/letta/llm_api/deepseek_client.py new file mode 100644 index 00000000..1d3828c0 --- /dev/null +++ b/letta/llm_api/deepseek_client.py @@ -0,0 +1,97 @@ +import os +from typing import List, Optional + +from openai import AsyncOpenAI, AsyncStream, OpenAI +from openai.types.chat.chat_completion import ChatCompletion +from openai.types.chat.chat_completion_chunk import ChatCompletionChunk + +from letta.llm_api.deepseek import convert_deepseek_response_to_chatcompletion, map_messages_to_deepseek_format +from letta.llm_api.openai_client import OpenAIClient +from letta.otel.tracing import trace_method +from letta.schemas.llm_config import LLMConfig +from letta.schemas.message import Message as PydanticMessage +from letta.schemas.openai.chat_completion_response import ChatCompletionResponse +from letta.settings import model_settings + + +class DeepseekClient(OpenAIClient): + + def requires_auto_tool_choice(self, llm_config: LLMConfig) -> bool: + return False + + def supports_structured_output(self, llm_config: LLMConfig) -> bool: + return False + + @trace_method + def build_request_data( + self, + messages: List[PydanticMessage], + llm_config: LLMConfig, + tools: Optional[List[dict]] = None, + force_tool_call: Optional[str] = None, + ) -> dict: + # Override put_inner_thoughts_in_kwargs to False for DeepSeek + llm_config.put_inner_thoughts_in_kwargs = False + + data = super().build_request_data(messages, llm_config, tools, force_tool_call) + + def add_functions_to_system_message(system_message: ChatMessage): + system_message.content += f" {''.join(json.dumps(f) for f in functions)} " + system_message.content += 'Select best function to call simply respond with a single json block with the fields "name" and "arguments". Use double quotes around the arguments.' + + if llm_config.model == "deepseek-reasoner": # R1 currently doesn't support function calling natively + add_functions_to_system_message( + data["messages"][0] + ) # Inject additional instructions to the system prompt with the available functions + + data["messages"] = map_messages_to_deepseek_format(data["messages"]) + + return data + + @trace_method + def request(self, request_data: dict, llm_config: LLMConfig) -> dict: + """ + Performs underlying synchronous request to OpenAI API and returns raw response dict. + """ + api_key = model_settings.deepseek_api_key or os.environ.get("DEEPSEEK_API_KEY") + client = OpenAI(api_key=api_key, base_url=llm_config.model_endpoint) + + response: ChatCompletion = client.chat.completions.create(**request_data) + return response.model_dump() + + @trace_method + async def request_async(self, request_data: dict, llm_config: LLMConfig) -> dict: + """ + Performs underlying asynchronous request to OpenAI API and returns raw response dict. + """ + api_key = model_settings.deepseek_api_key or os.environ.get("DEEPSEEK_API_KEY") + client = AsyncOpenAI(api_key=api_key, base_url=llm_config.model_endpoint) + + response: ChatCompletion = await client.chat.completions.create(**request_data) + return response.model_dump() + + @trace_method + async def stream_async(self, request_data: dict, llm_config: LLMConfig) -> AsyncStream[ChatCompletionChunk]: + """ + Performs underlying asynchronous streaming request to OpenAI and returns the async stream iterator. + """ + api_key = model_settings.deepseek_api_key or os.environ.get("DEEPSEEK_API_KEY") + client = AsyncOpenAI(api_key=api_key, base_url=llm_config.model_endpoint) + response_stream: AsyncStream[ChatCompletionChunk] = await client.chat.completions.create( + **request_data, stream=True, stream_options={"include_usage": True} + ) + return response_stream + + @trace_method + def convert_response_to_chat_completion( + self, + response_data: dict, + input_messages: List[PydanticMessage], # Included for consistency, maybe used later + llm_config: LLMConfig, + ) -> ChatCompletionResponse: + """ + Converts raw OpenAI response dict into the ChatCompletionResponse Pydantic model. + Handles potential extraction of inner thoughts if they were added via kwargs. + """ + response = ChatCompletionResponse(**response_data) + return convert_deepseek_response_to_chatcompletion(response) diff --git a/letta/llm_api/llm_client.py b/letta/llm_api/llm_client.py index 927c5951..0941d854 100644 --- a/letta/llm_api/llm_client.py +++ b/letta/llm_api/llm_client.py @@ -93,5 +93,12 @@ class LLMClient: put_inner_thoughts_first=put_inner_thoughts_first, actor=actor, ) + case ProviderType.deepseek: + from letta.llm_api.deepseek_client import DeepseekClient + + return DeepseekClient( + put_inner_thoughts_first=put_inner_thoughts_first, + actor=actor, + ) case _: return None From 4b6e52b0e5c55742c5b742a656abb17efed389f8 Mon Sep 17 00:00:00 2001 From: cthomas Date: Tue, 26 Aug 2025 15:57:02 -0700 Subject: [PATCH 54/56] feat: make provider trace fetch result nullable [PRO-1063] (#4222) feat: make provider trace fetch result nullable --- letta/server/rest_api/routers/v1/telemetry.py | 18 ++++++++++++++---- letta/settings.py | 1 + 2 files changed, 15 insertions(+), 4 deletions(-) diff --git a/letta/server/rest_api/routers/v1/telemetry.py b/letta/server/rest_api/routers/v1/telemetry.py index 75e8de95..d17a378b 100644 --- a/letta/server/rest_api/routers/v1/telemetry.py +++ b/letta/server/rest_api/routers/v1/telemetry.py @@ -1,18 +1,28 @@ +from typing import Optional + from fastapi import APIRouter, Depends, Header from letta.schemas.provider_trace import ProviderTrace from letta.server.rest_api.utils import get_letta_server from letta.server.server import SyncServer +from letta.settings import settings router = APIRouter(prefix="/telemetry", tags=["telemetry"]) -@router.get("/{step_id}", response_model=ProviderTrace, operation_id="retrieve_provider_trace") +@router.get("/{step_id}", response_model=Optional[ProviderTrace], operation_id="retrieve_provider_trace") async def retrieve_provider_trace_by_step_id( step_id: str, server: SyncServer = Depends(get_letta_server), actor_id: str | None = Header(None, alias="user_id"), # Extract user_id from header, default to None if not present ): - return await server.telemetry_manager.get_provider_trace_by_step_id_async( - step_id=step_id, actor=await server.user_manager.get_actor_or_default_async(actor_id=actor_id) - ) + provider_trace = None + if settings.track_provider_trace: + try: + provider_trace = await server.telemetry_manager.get_provider_trace_by_step_id_async( + step_id=step_id, actor=await server.user_manager.get_actor_or_default_async(actor_id=actor_id) + ) + except: + pass + + return provider_trace diff --git a/letta/settings.py b/letta/settings.py index f497e6fd..2e052a3d 100644 --- a/letta/settings.py +++ b/letta/settings.py @@ -252,6 +252,7 @@ class Settings(BaseSettings): track_errored_messages: bool = Field(default=True, description="Enable tracking for errored messages") track_stop_reason: bool = Field(default=True, description="Enable tracking stop reason on steps.") track_agent_run: bool = Field(default=True, description="Enable tracking agent run with cancellation support") + track_provider_trace: bool = Field(default=True, description="Enable tracking raw llm request and response at each step") # FastAPI Application Settings uvicorn_workers: int = 1 From 3d62f14bacbe36cbfe573c4c0811679aca82f71c Mon Sep 17 00:00:00 2001 From: cthomas Date: Tue, 26 Aug 2025 15:58:26 -0700 Subject: [PATCH 55/56] feat: add gating to provider trace persistence in db (#4223) * feat: make provider trace fetch result nullable * feat: add flag for persisting provider trace to db --- letta/agents/letta_agent.py | 91 +++++++++++++++++--------------- letta/llm_api/llm_client_base.py | 20 +++---- 2 files changed, 58 insertions(+), 53 deletions(-) diff --git a/letta/agents/letta_agent.py b/letta/agents/letta_agent.py index f896be14..ea2472e0 100644 --- a/letta/agents/letta_agent.py +++ b/letta/agents/letta_agent.py @@ -349,16 +349,17 @@ class LettaAgent(BaseAgent): agent_step_span.end() # Log LLM Trace - await self.telemetry_manager.create_provider_trace_async( - actor=self.actor, - provider_trace_create=ProviderTraceCreate( - request_json=request_data, - response_json=response_data, - step_id=step_id, # Use original step_id for telemetry - organization_id=self.actor.organization_id, - ), - ) - step_progression = StepProgression.LOGGED_TRACE + if settings.track_provider_trace: + await self.telemetry_manager.create_provider_trace_async( + actor=self.actor, + provider_trace_create=ProviderTraceCreate( + request_json=request_data, + response_json=response_data, + step_id=step_id, # Use original step_id for telemetry + organization_id=self.actor.organization_id, + ), + ) + step_progression = StepProgression.LOGGED_TRACE # stream step # TODO: improve TTFT @@ -646,17 +647,18 @@ class LettaAgent(BaseAgent): agent_step_span.end() # Log LLM Trace - await self.telemetry_manager.create_provider_trace_async( - actor=self.actor, - provider_trace_create=ProviderTraceCreate( - request_json=request_data, - response_json=response_data, - step_id=step_id, # Use original step_id for telemetry - organization_id=self.actor.organization_id, - ), - ) + if settings.track_provider_trace: + await self.telemetry_manager.create_provider_trace_async( + actor=self.actor, + provider_trace_create=ProviderTraceCreate( + request_json=request_data, + response_json=response_data, + step_id=step_id, # Use original step_id for telemetry + organization_id=self.actor.organization_id, + ), + ) + step_progression = StepProgression.LOGGED_TRACE - step_progression = StepProgression.LOGGED_TRACE MetricRegistry().step_execution_time_ms_histogram.record(get_utc_timestamp_ns() - step_start, get_ctx_attributes()) step_progression = StepProgression.FINISHED @@ -1007,31 +1009,32 @@ class LettaAgent(BaseAgent): # Log LLM Trace # We are piecing together the streamed response here. # Content here does not match the actual response schema as streams come in chunks. - await self.telemetry_manager.create_provider_trace_async( - actor=self.actor, - provider_trace_create=ProviderTraceCreate( - request_json=request_data, - response_json={ - "content": { - "tool_call": tool_call.model_dump_json(), - "reasoning": [content.model_dump_json() for content in reasoning_content], + if settings.track_provider_trace: + await self.telemetry_manager.create_provider_trace_async( + actor=self.actor, + provider_trace_create=ProviderTraceCreate( + request_json=request_data, + response_json={ + "content": { + "tool_call": tool_call.model_dump_json(), + "reasoning": [content.model_dump_json() for content in reasoning_content], + }, + "id": interface.message_id, + "model": interface.model, + "role": "assistant", + # "stop_reason": "", + # "stop_sequence": None, + "type": "message", + "usage": { + "input_tokens": usage.prompt_tokens, + "output_tokens": usage.completion_tokens, + }, }, - "id": interface.message_id, - "model": interface.model, - "role": "assistant", - # "stop_reason": "", - # "stop_sequence": None, - "type": "message", - "usage": { - "input_tokens": usage.prompt_tokens, - "output_tokens": usage.completion_tokens, - }, - }, - step_id=step_id, # Use original step_id for telemetry - organization_id=self.actor.organization_id, - ), - ) - step_progression = StepProgression.LOGGED_TRACE + step_id=step_id, # Use original step_id for telemetry + organization_id=self.actor.organization_id, + ), + ) + step_progression = StepProgression.LOGGED_TRACE # yields tool response as this is handled from Letta and not the response from the LLM provider tool_return = [msg for msg in persisted_messages if msg.role == "tool"][-1].to_letta_messages()[0] diff --git a/letta/llm_api/llm_client_base.py b/letta/llm_api/llm_client_base.py index 79335f5c..af3730a8 100644 --- a/letta/llm_api/llm_client_base.py +++ b/letta/llm_api/llm_client_base.py @@ -15,6 +15,7 @@ from letta.schemas.message import Message from letta.schemas.openai.chat_completion_response import ChatCompletionResponse from letta.schemas.provider_trace import ProviderTraceCreate from letta.services.telemetry_manager import TelemetryManager +from letta.settings import settings if TYPE_CHECKING: from letta.orm import User @@ -90,15 +91,16 @@ class LLMClientBase: try: log_event(name="llm_request_sent", attributes=request_data) response_data = await self.request_async(request_data, llm_config) - await telemetry_manager.create_provider_trace_async( - actor=self.actor, - provider_trace_create=ProviderTraceCreate( - request_json=request_data, - response_json=response_data, - step_id=step_id, - organization_id=self.actor.organization_id, - ), - ) + if settings.track_provider_trace and telemetry_manager: + await telemetry_manager.create_provider_trace_async( + actor=self.actor, + provider_trace_create=ProviderTraceCreate( + request_json=request_data, + response_json=response_data, + step_id=step_id, + organization_id=self.actor.organization_id, + ), + ) log_event(name="llm_response_received", attributes=response_data) except Exception as e: From 0356035427e3cf67c9f1bc56f89454df8dbd9b39 Mon Sep 17 00:00:00 2001 From: Caren Thomas Date: Tue, 26 Aug 2025 16:18:29 -0700 Subject: [PATCH 56/56] poetry lock --- letta/__init__.py | 2 +- poetry.lock | 463 +++++++++++++++++++++++++++++++++++++++------- pyproject.toml | 2 +- 3 files changed, 399 insertions(+), 68 deletions(-) diff --git a/letta/__init__.py b/letta/__init__.py index 468c69e9..72a778ea 100644 --- a/letta/__init__.py +++ b/letta/__init__.py @@ -5,7 +5,7 @@ try: __version__ = version("letta") except PackageNotFoundError: # Fallback for development installations - __version__ = "0.11.4" + __version__ = "0.11.5" if os.environ.get("LETTA_VERSION"): __version__ = os.environ["LETTA_VERSION"] diff --git a/poetry.lock b/poetry.lock index b87ed0c3..eb2a70c7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. [[package]] name = "aioboto3" @@ -6,6 +6,7 @@ version = "14.3.0" description = "Async boto3 wrapper" optional = true python-versions = "<4.0,>=3.8" +groups = ["main"] files = [ {file = "aioboto3-14.3.0-py3-none-any.whl", hash = "sha256:aec5de94e9edc1ffbdd58eead38a37f00ddac59a519db749a910c20b7b81bca7"}, {file = "aioboto3-14.3.0.tar.gz", hash = "sha256:1d18f88bb56835c607b62bb6cb907754d717bedde3ddfff6935727cb48a80135"}, @@ -25,6 +26,7 @@ version = "2.22.0" description = "Async client for aws services using botocore and aiohttp" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aiobotocore-2.22.0-py3-none-any.whl", hash = "sha256:b4e6306f79df9d81daff1f9d63189a2dbee4b77ce3ab937304834e35eaaeeccf"}, {file = "aiobotocore-2.22.0.tar.gz", hash = "sha256:11091477266b75c2b5d28421c1f2bc9a87d175d0b8619cb830805e7a113a170b"}, @@ -50,6 +52,7 @@ version = "24.1.0" description = "File support for asyncio." optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"}, {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"}, @@ -61,6 +64,7 @@ version = "2.6.1" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"}, {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"}, @@ -72,6 +76,7 @@ version = "3.12.15" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b6fc902bff74d9b1879ad55f5404153e2b33a82e72a95c89cec5eb6cc9e92fbc"}, {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:098e92835b8119b54c693f2f88a1dec690e20798ca5f5fe5f0520245253ee0af"}, @@ -171,7 +176,7 @@ propcache = ">=0.2.0" yarl = ">=1.17.0,<2.0" [package.extras] -speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"] +speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""] [[package]] name = "aiohttp-retry" @@ -179,6 +184,7 @@ version = "2.9.1" description = "Simple retry client for aiohttp" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "aiohttp_retry-2.9.1-py3-none-any.whl", hash = "sha256:66d2759d1921838256a05a3f80ad7e724936f083e35be5abb5e16eed6be6dc54"}, {file = "aiohttp_retry-2.9.1.tar.gz", hash = "sha256:8eb75e904ed4ee5c2ec242fefe85bf04240f685391c4879d8f541d6028ff01f1"}, @@ -193,6 +199,7 @@ version = "0.12.0" description = "itertools and builtins for AsyncIO and mixed iterables" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"}, {file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"}, @@ -208,13 +215,14 @@ version = "0.9.1" description = "AsyncIO version of the standard multiprocessing module" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aiomultiprocess-0.9.1-py3-none-any.whl", hash = "sha256:3a7b3bb3c38dbfb4d9d1194ece5934b6d32cf0280e8edbe64a7d215bba1322c6"}, {file = "aiomultiprocess-0.9.1.tar.gz", hash = "sha256:f0231dbe0291e15325d7896ebeae0002d95a4f2675426ca05eb35f24c60e495b"}, ] [package.extras] -dev = ["attribution (==1.7.1)", "black (==24.4.0)", "coverage (==7.4.4)", "flake8 (==7.0.0)", "flake8-bugbear (==24.4.21)", "flit (==3.9.0)", "mypy (==1.9.0)", "usort (==1.0.8.post1)", "uvloop (==0.19.0)"] +dev = ["attribution (==1.7.1)", "black (==24.4.0)", "coverage (==7.4.4)", "flake8 (==7.0.0)", "flake8-bugbear (==24.4.21)", "flit (==3.9.0)", "mypy (==1.9.0)", "usort (==1.0.8.post1)", "uvloop (==0.19.0) ; sys_platform != \"win32\""] docs = ["sphinx (==7.3.7)", "sphinx-mdinclude (==0.6.0)"] [[package]] @@ -223,6 +231,7 @@ version = "1.4.0" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"}, {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"}, @@ -238,6 +247,7 @@ version = "0.21.0" description = "asyncio bridge to the standard sqlite3 module" optional = false python-versions = ">=3.9" +groups = ["main", "sqlite"] files = [ {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"}, {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"}, @@ -256,6 +266,7 @@ version = "1.16.4" description = "A database migration tool for SQLAlchemy." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "alembic-1.16.4-py3-none-any.whl", hash = "sha256:b05e51e8e82efc1abd14ba2af6392897e145930c3e0a2faf2b0da2f7f7fd660d"}, {file = "alembic-1.16.4.tar.gz", hash = "sha256:efab6ada0dd0fae2c92060800e0bf5c1dc26af15a10e02fb4babff164b4725e2"}, @@ -275,6 +286,7 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -286,6 +298,7 @@ version = "0.49.0" description = "The official Python library for the anthropic API" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "anthropic-0.49.0-py3-none-any.whl", hash = "sha256:bbc17ad4e7094988d2fa86b87753ded8dce12498f4b85fe5810f208f454a8375"}, {file = "anthropic-0.49.0.tar.gz", hash = "sha256:c09e885b0f674b9119b4f296d8508907f6cff0009bc20d5cf6b35936c40b4398"}, @@ -310,6 +323,7 @@ version = "4.10.0" description = "High-level concurrency and networking framework on top of asyncio or Trio" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"}, {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"}, @@ -329,6 +343,8 @@ version = "0.1.4" description = "Disable App Nap on macOS >= 10.9" optional = false python-versions = ">=3.6" +groups = ["dev"] +markers = "platform_system == \"Darwin\"" files = [ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, @@ -340,6 +356,7 @@ version = "3.11.0" description = "In-process task scheduler with Cron-like capabilities" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "APScheduler-3.11.0-py3-none-any.whl", hash = "sha256:fc134ca32e50f5eadcc4938e3a4545ab19131435e851abb40b34d63d5141c6da"}, {file = "apscheduler-3.11.0.tar.gz", hash = "sha256:4c622d250b0955a65d5d0eb91c33e6d43fd879834bf541e0a18661ae60460133"}, @@ -356,7 +373,7 @@ mongodb = ["pymongo (>=3.0)"] redis = ["redis (>=3.0)"] rethinkdb = ["rethinkdb (>=2.4.0)"] sqlalchemy = ["sqlalchemy (>=1.4)"] -test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6", "anyio (>=4.5.2)", "gevent", "pytest", "pytz", "twisted"] +test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6 ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "anyio (>=4.5.2)", "gevent ; python_version < \"3.14\"", "pytest", "pytz", "twisted ; python_version < \"3.14\""] tornado = ["tornado (>=4.3)"] twisted = ["twisted"] zookeeper = ["kazoo"] @@ -367,6 +384,7 @@ version = "3.6.2" description = "Bash tab completion for argparse" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591"}, {file = "argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf"}, @@ -381,6 +399,7 @@ version = "1.5.1" description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP" optional = true python-versions = "*" +groups = ["main"] files = [ {file = "asn1crypto-1.5.1-py2.py3-none-any.whl", hash = "sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67"}, {file = "asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c"}, @@ -392,6 +411,7 @@ version = "3.0.0" description = "Annotate AST trees with source code positions" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"}, {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"}, @@ -407,6 +427,8 @@ version = "5.0.1" description = "Timeout context manager for asyncio programs" optional = true python-versions = ">=3.8" +groups = ["main"] +markers = "python_version == \"3.11\" and python_full_version < \"3.11.3\"" files = [ {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, @@ -418,6 +440,7 @@ version = "0.30.0" description = "An asyncio PostgreSQL driver" optional = true python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"}, {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"}, @@ -472,8 +495,8 @@ files = [ [package.extras] docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"] -gssauth = ["gssapi", "sspilib"] -test = ["distro 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"coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] +dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"] -tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] +tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""] [[package]] name = "autoflake" @@ -500,6 +524,7 @@ version = "2.3.1" description = "Removes unused imports and unused variables" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "autoflake-2.3.1-py3-none-any.whl", hash = "sha256:3ae7495db9084b7b32818b4140e6dc4fc280b712fb414f5b8fe57b0a8e85a840"}, {file = "autoflake-2.3.1.tar.gz", hash = "sha256:c98b75dc5b0a86459c4f01a1d32ac7eb4338ec4317a4469515ff1e687ecd909e"}, @@ -514,6 +539,7 @@ version = "2.2.0" description = "A prompt programming language" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "banks-2.2.0-py3-none-any.whl", hash = "sha256:963cd5c85a587b122abde4f4064078def35c50c688c1b9d36f43c92503854e7d"}, {file = "banks-2.2.0.tar.gz", hash = "sha256:d1446280ce6e00301e3e952dd754fd8cee23ff277d29ed160994a84d0d7ffe62"}, @@ -535,6 +561,7 @@ version = "4.3.0" description = "Modern password hashing for your software and your servers" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "bcrypt-4.3.0-cp313-cp313t-macosx_10_12_universal2.whl", hash = "sha256:f01e060f14b6b57bbb72fc5b4a83ac21c443c9a2ee708e04a10e9192f90a6281"}, {file = "bcrypt-4.3.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5eeac541cefd0bb887a371ef73c62c3cd78535e4887b310626036a7c0a817bb"}, @@ -599,6 +626,7 @@ version = "4.13.5" description = "Screen-scraping library" optional = false python-versions = ">=3.7.0" +groups = ["main"] files = [ {file = "beautifulsoup4-4.13.5-py3-none-any.whl", hash = "sha256:642085eaa22233aceadff9c69651bc51e8bf3f874fb6d7104ece2beb24b47c4a"}, {file = "beautifulsoup4-4.13.5.tar.gz", hash = "sha256:5e70131382930e7c3de33450a2f54a63d5e4b19386eab43a5b34d594268f3695"}, @@ -621,6 +649,7 @@ version = "0.23.1" description = "The bidirectional mapping library for Python." optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "bidict-0.23.1-py3-none-any.whl", hash = "sha256:5dae8d4d79b552a71cbabc7deb25dfe8ce710b17ff41711e13010ead2abfc3e5"}, {file = "bidict-0.23.1.tar.gz", hash = "sha256:03069d763bc387bbd20e7d49914e75fc4132a41937fa3405417e1a5a2d006d71"}, @@ -632,6 +661,7 @@ version = "24.10.0" description = "The uncompromising code formatter." optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "black-24.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6668650ea4b685440857138e5fe40cde4d652633b1bdffc62933d0db4ed9812"}, {file = "black-24.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1c536fcf674217e87b8cc3657b81809d3c085d7bf3ef262ead700da345bfa6ea"}, @@ -678,6 +708,7 @@ version = "1.9.0" description = "Fast, simple object-to-object and broadcast signaling" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"}, {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"}, @@ -689,6 +720,7 @@ version = "1.37.3" description = "The AWS SDK for Python" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"}, {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"}, @@ -708,6 +740,7 @@ version = "1.37.3" description = "Low-level, data-driven core of boto 3." optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"}, {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"}, @@ -727,6 +760,7 @@ version = "1.1.0" description = "Python bindings for the Brotli compression library" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "Brotli-1.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e1140c64812cb9b06c922e77f1c26a75ec5e3f0fb2bf92cc8c58720dec276752"}, {file = "Brotli-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c8fd5270e906eef71d4a8d19b7c6a43760c6abcfcc10c9101d14eb2357418de9"}, @@ -861,6 +895,7 @@ version = "5.5.2" description = "Extensible memoizing collections and decorators" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"}, {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"}, @@ -872,6 +907,7 @@ version = "2025.8.3" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"}, {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"}, @@ -883,6 +919,7 @@ version = "1.17.1" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"}, {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"}, @@ -952,6 +989,7 @@ files = [ {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"}, {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"}, ] +markers = {dev = "implementation_name == \"pypy\""} [package.dependencies] pycparser = "*" @@ -962,6 +1000,7 @@ version = "3.4.0" description = "Validate configuration and produce human readable error messages." optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"}, {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"}, @@ -973,6 +1012,7 @@ version = "3.4.3" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "charset_normalizer-3.4.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb7f67a1bfa6e40b438170ebdc8158b78dc465a5a67b6dde178a46987b244a72"}, {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cc9370a2da1ac13f0153780040f465839e6cccb4a1e44810124b4e22483c93fe"}, @@ -1061,6 +1101,7 @@ version = "8.2.1" description = "Composable command line interface toolkit" optional = false python-versions = ">=3.10" +groups = ["main", "dev"] files = [ {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"}, {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"}, @@ -1075,6 +1116,7 @@ version = "0.1.4" description = "Create data objects" optional = false python-versions = ">=3.5" +groups = ["main"] files = [ {file = "cobble-0.1.4-py3-none-any.whl", hash = "sha256:36c91b1655e599fd428e2b95fdd5f0da1ca2e9f1abb0bc871dec21a0e78a2b44"}, {file = "cobble-0.1.4.tar.gz", hash = "sha256:de38be1539992c8a06e569630717c485a5f91be2192c461ea2b220607dfa78aa"}, @@ -1086,6 +1128,7 @@ version = "0.4.6" description = "Cross-platform colored terminal text." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main", "dev", "dev,tests"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, @@ -1097,6 +1140,7 @@ version = "15.0.1" description = "Colored terminal output for Python's logging module" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"}, {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"}, @@ -1114,6 +1158,7 @@ version = "0.2.3" description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "comm-0.2.3-py3-none-any.whl", hash = "sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417"}, {file = "comm-0.2.3.tar.gz", hash = "sha256:2dc8048c10962d55d7ad693be1e7045d891b7ce8d999c97963a5e3e99c055971"}, @@ -1128,6 +1173,7 @@ version = "0.7.15" description = "Core package to act as a bridge between composio platform and other services." optional = false python-versions = "<4,>=3.9" +groups = ["main"] files = [ {file = "composio_core-0.7.15-py3-none-any.whl", hash = "sha256:3b4c19fcf8c084ed8b873b8e24ea55084495a046eb971af994e6aae6e1bfcea7"}, {file = "composio_core-0.7.15.tar.gz", hash = "sha256:6797c46f404b9c265cd05c07bd28b4104f425024ef683ac24092087e9590033d"}, @@ -1165,6 +1211,7 @@ version = "1.7.1" description = "A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables." optional = true python-versions = ">=3.6" +groups = ["main"] files = [ {file = "configargparse-1.7.1-py3-none-any.whl", hash = "sha256:8b586a31f9d873abd1ca527ffbe58863c99f36d896e2829779803125e83be4b6"}, {file = "configargparse-1.7.1.tar.gz", hash = "sha256:79c2ddae836a1e5914b71d58e4b9adbd9f7779d4e6351a637b7d2d9b6c46d3d9"}, @@ -1180,6 +1227,7 @@ version = "1.3.3" description = "Python library for calculating contours of 2D quadrilateral grids" optional = false python-versions = ">=3.11" +groups = ["main"] files = [ {file = "contourpy-1.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1"}, {file = "contourpy-1.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381"}, @@ -1271,6 +1319,7 @@ version = "45.0.6" description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers." optional = false python-versions = "!=3.9.0,!=3.9.1,>=3.7" +groups = ["main"] files = [ {file = "cryptography-45.0.6-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:048e7ad9e08cf4c0ab07ff7f36cc3115924e22e2266e034450a890d9e312dd74"}, {file = "cryptography-45.0.6-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:44647c5d796f5fc042bbc6d61307d04bf29bccb74d188f18051b635f20a9c75f"}, @@ -1315,10 +1364,10 @@ files = [ cffi = {version = ">=1.14", markers = "platform_python_implementation != \"PyPy\""} [package.extras] -docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs", "sphinx-rtd-theme (>=3.0.0)"] +docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs ; python_full_version >= \"3.8.0\"", "sphinx-rtd-theme (>=3.0.0) ; python_full_version >= \"3.8.0\""] docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"] -nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"] -pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"] +nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_full_version >= \"3.8.0\""] +pep8test = ["check-sdist ; python_full_version >= \"3.8.0\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"] sdist = ["build (>=1.0.0)"] ssh = ["bcrypt (>=3.1.5)"] test = ["certifi (>=2024)", "cryptography-vectors (==45.0.6)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"] @@ -1330,6 +1379,7 @@ version = "0.12.1" description = "Composable style cycles" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"}, {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"}, @@ -1345,6 +1395,7 @@ version = "0.6.7" description = "Easily serialize dataclasses to and from JSON." optional = false python-versions = "<4.0,>=3.7" +groups = ["main"] files = [ {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"}, {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"}, @@ -1360,6 +1411,7 @@ version = "0.25.9" description = "Datamodel Code Generator" optional = false python-versions = "<4.0,>=3.7" +groups = ["main"] files = [ {file = "datamodel_code_generator-0.25.9-py3-none-any.whl", hash = "sha256:9e0324233123d6e39a35bc0004771956935889a974aacfd7a0651de11d2219a9"}, {file = 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"sha256:2a3958fb9c2f40ed8ea48a0d34895b461de57a1f9862e7478716c35d76f56c65"}, {file = "debugpy-1.8.16-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e5ca7314042e8a614cc2574cd71f6ccd7e13a9708ce3c6d8436959eae56f2378"}, @@ -1427,6 +1480,7 @@ version = "5.2.1" description = "Decorators for Humans" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"}, {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"}, @@ -1438,6 +1492,7 @@ version = "0.7.1" description = "XML bomb protection for Python stdlib modules" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"}, {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"}, @@ -1449,6 +1504,7 @@ version = "3.0.6" description = "encoder, decoder, and lint/validator for JSON (JavaScript Object Notation) compliant with RFC 7159" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "demjson3-3.0.6.tar.gz", hash = "sha256:37c83b0c6eb08d25defc88df0a2a4875d58a7809a9650bd6eee7afd8053cdbac"}, ] @@ -1459,6 +1515,7 @@ version = "1.2.18" description = "Python @deprecated decorator to deprecate old python classes, functions or methods." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" +groups = ["main"] files = [ {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"}, {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"}, @@ -1468,7 +1525,7 @@ files = [ wrapt = ">=1.10,<2" [package.extras] -dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"] +dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"] [[package]] name = "dirtyjson" @@ -1476,6 +1533,7 @@ version = "1.0.8" description = "JSON decoder for Python that can extract data from the muck" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "dirtyjson-1.0.8-py3-none-any.whl", hash = "sha256:125e27248435a58acace26d5c2c4c11a1c0de0a9c5124c5a94ba78e517d74f53"}, {file = "dirtyjson-1.0.8.tar.gz", hash = "sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd"}, @@ -1487,6 +1545,7 @@ version = "0.4.0" description = "Distribution utilities" optional = true python-versions = "*" +groups = ["main"] files = [ {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"}, {file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"}, @@ -1498,6 +1557,7 @@ version = "1.9.0" description = "Distro - an OS platform information API" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, @@ -1509,6 +1569,7 @@ version = "2.7.0" description = "DNS toolkit" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"}, {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"}, @@ -1529,6 +1590,7 @@ version = "7.1.0" description = "A Python library for the Docker Engine API." optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"}, {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"}, @@ -1551,6 +1613,7 @@ version = "0.16" description = "Parse Python docstrings in reST, Google and Numpydoc format" optional = false python-versions = ">=3.6,<4.0" +groups = ["main"] files = [ {file = "docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637"}, {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"}, @@ -1562,6 +1625,7 @@ version = "1.11.1" description = "E2B SDK that give agents cloud environments" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "e2b-1.11.1-py3-none-any.whl", hash = "sha256:1ecb123873788472731c101939a494ab852cbcce0f913df6f7ecb194ae932130"}, {file = "e2b-1.11.1.tar.gz", hash = "sha256:7f7b6f238208d0a23353bb0da01f91a924321b57c61b176506862cbc1493ce8c"}, @@ -1582,6 +1646,7 @@ version = "1.5.2" description = "E2B Code Interpreter - Stateful code execution" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "e2b_code_interpreter-1.5.2-py3-none-any.whl", hash = "sha256:5c3188d8f25226b28fef4b255447cc6a4c36afb748bdd5180b45be486d5169f3"}, {file = "e2b_code_interpreter-1.5.2.tar.gz", hash = "sha256:3bd6ea70596290e85aaf0a2f19f28bf37a5e73d13086f5e6a0080bb591c5a547"}, @@ -1598,6 +1663,7 @@ version = "2.2.0" description = "A robust email address syntax and deliverability validation library." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"}, {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"}, @@ -1613,6 +1679,7 @@ version = "0.2.2" description = "Like `typing._eval_type`, but lets older Python versions use newer typing features." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "eval_type_backport-0.2.2-py3-none-any.whl", hash = "sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a"}, {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"}, @@ -1627,13 +1694,14 @@ version = "2.2.0" description = "Get the currently executing AST node of a frame, and other information" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"}, {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"}, ] [package.extras] -tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"] +tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""] [[package]] name = "faker" @@ -1641,6 +1709,7 @@ version = "36.2.3" description = "Faker is a Python package that generates fake data for you." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "Faker-36.2.3-py3-none-any.whl", hash = "sha256:7ca995d65ec08d013f3c1230da7f628cb2c169a77e89cd265d7a59f443f0febd"}, {file = "faker-36.2.3.tar.gz", hash = "sha256:1ed2d7a9c3a5657fc11a4298e8cf19f71d83740560d4ed0895b30399d482d538"}, @@ -1655,6 +1724,7 @@ version = "0.115.14" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"}, {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"}, @@ -1675,6 +1745,7 @@ version = "3.19.1" description = "A platform independent file lock." optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"}, {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"}, @@ -1686,6 +1757,7 @@ version = "1.2.0" description = "Infer file type and MIME type of any file/buffer. No external dependencies." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"}, {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"}, @@ -1697,6 +1769,7 @@ version = "2.16.5" description = "Python SDK for Firecrawl API" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "firecrawl_py-2.16.5-py3-none-any.whl", hash = "sha256:3caed19b8f21522ab9c2193c2226990f2468e6bc5669ef54aa156e4230a5e35e"}, {file = "firecrawl_py-2.16.5.tar.gz", hash = "sha256:7f5186bba359a426140a6827b550a604e62bfbeda33ded757952899b1cca4c83"}, @@ -1716,6 +1789,7 @@ version = "3.1.2" description = "A simple framework for building complex web applications." optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "flask-3.1.2-py3-none-any.whl", hash = "sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c"}, {file = "flask-3.1.2.tar.gz", hash = "sha256:bf656c15c80190ed628ad08cdfd3aaa35beb087855e2f494910aa3774cc4fd87"}, @@ -1739,6 +1813,7 @@ version = "6.0.1" description = "A Flask extension simplifying CORS support" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "flask_cors-6.0.1-py3-none-any.whl", hash = "sha256:c7b2cbfb1a31aa0d2e5341eea03a6805349f7a61647daee1a15c46bbe981494c"}, {file = "flask_cors-6.0.1.tar.gz", hash = "sha256:d81bcb31f07b0985be7f48406247e9243aced229b7747219160a0559edd678db"}, @@ -1754,6 +1829,7 @@ version = "0.6.3" description = "User authentication and session management for Flask." optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "Flask-Login-0.6.3.tar.gz", hash = "sha256:5e23d14a607ef12806c699590b89d0f0e0d67baeec599d75947bf9c147330333"}, {file = "Flask_Login-0.6.3-py3-none-any.whl", hash = "sha256:849b25b82a436bf830a054e74214074af59097171562ab10bfa999e6b78aae5d"}, @@ -1769,6 +1845,7 @@ version = "25.2.10" description = "The FlatBuffers serialization format for Python" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "flatbuffers-25.2.10-py2.py3-none-any.whl", hash = "sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051"}, {file = "flatbuffers-25.2.10.tar.gz", hash = "sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e"}, @@ -1780,6 +1857,7 @@ version = "4.59.1" description = "Tools to manipulate font files" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "fonttools-4.59.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e90a89e52deb56b928e761bb5b5f65f13f669bfd96ed5962975debea09776a23"}, {file = "fonttools-4.59.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5d29ab70658d2ec19422b25e6ace00a0b0ae4181ee31e03335eaef53907d2d83"}, @@ -1842,17 +1920,17 @@ files = [ ] [package.extras] -all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"] +all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"] graphite = ["lz4 (>=1.7.4.2)"] -interpolatable = ["munkres", "pycairo", "scipy"] +interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""] lxml = ["lxml (>=4.0)"] pathops = ["skia-pathops (>=0.5.0)"] plot = ["matplotlib"] repacker = ["uharfbuzz (>=0.23.0)"] symfont = ["sympy"] -type1 = ["xattr"] -unicode = ["unicodedata2 (>=15.1.0)"] -woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"] +type1 = ["xattr ; sys_platform == \"darwin\""] +unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""] +woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"] [[package]] name = "frozenlist" @@ -1860,6 +1938,7 @@ version = "1.7.0" description = "A list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc4df77d638aa2ed703b878dd093725b72a824c3c546c076e8fdf276f78ee84a"}, {file = "frozenlist-1.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:716a9973a2cc963160394f701964fe25012600f3d311f60c790400b00e568b61"}, @@ -1973,6 +2052,7 @@ version = "2025.7.0" description = "File-system specification" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "fsspec-2025.7.0-py3-none-any.whl", hash = "sha256:8b012e39f63c7d5f10474de957f3ab793b47b45ae7d39f2fb735f8bbe25c0e21"}, {file = "fsspec-2025.7.0.tar.gz", hash = "sha256:786120687ffa54b8283d942929540d8bc5ccfa820deb555a2b5d0ed2b737bf58"}, @@ -2003,7 +2083,7 @@ smb = ["smbprotocol"] ssh = ["paramiko"] test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"] test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"] -test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"] +test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard ; python_version < \"3.14\""] tqdm = ["tqdm"] [[package]] @@ -2012,6 +2092,7 @@ version = "1.3.0" description = "GenSON is a powerful, user-friendly JSON Schema generator." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "genson-1.3.0-py3-none-any.whl", hash = "sha256:468feccd00274cc7e4c09e84b08704270ba8d95232aa280f65b986139cec67f7"}, {file = "genson-1.3.0.tar.gz", hash = "sha256:e02db9ac2e3fd29e65b5286f7135762e2cd8a986537c075b06fc5f1517308e37"}, @@ -2023,6 +2104,7 @@ version = "25.5.1" description = "Coroutine-based network library" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "gevent-25.5.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8e5a0fab5e245b15ec1005b3666b0a2e867c26f411c8fe66ae1afe07174a30e9"}, {file = "gevent-25.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c7b80a37f2fb45ee4a8f7e64b77dd8a842d364384046e394227b974a4e9c9a52"}, @@ -2072,11 +2154,11 @@ greenlet = {version = ">=3.2.2", markers = "platform_python_implementation == \" "zope.interface" = "*" [package.extras] -dnspython = ["dnspython (>=1.16.0,<2.0)", "idna"] +dnspython = ["dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\""] docs = ["furo", "repoze.sphinx.autointerface", "sphinx", "sphinxcontrib-programoutput", "zope.schema"] -monitor = ["psutil (>=5.7.0)"] -recommended = ["cffi (>=1.17.1)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)"] -test = ["cffi (>=1.17.1)", "coverage (>=5.0)", "dnspython (>=1.16.0,<2.0)", "idna", "objgraph", "psutil (>=5.7.0)", "requests"] +monitor = ["psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\""] +recommended = ["cffi (>=1.17.1) ; platform_python_implementation == \"CPython\"", "dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\"", "psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\""] +test = ["cffi (>=1.17.1) ; platform_python_implementation == \"CPython\"", "coverage (>=5.0) ; sys_platform != \"win32\"", "dnspython (>=1.16.0,<2.0) ; python_version < \"3.10\"", "idna ; python_version < \"3.10\"", "objgraph", "psutil (>=5.7.0) ; sys_platform != \"win32\" or platform_python_implementation == \"CPython\"", "requests"] [[package]] name = "geventhttpclient" @@ -2084,6 +2166,7 @@ version = "2.3.4" description = "HTTP client library for gevent" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "geventhttpclient-2.3.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:182f5158504ac426d591cfb1234de5180813292b49049e761f00bf70691aace5"}, {file = "geventhttpclient-2.3.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59a2e7c136a3e6b60b87bf8b87e5f1fb25705d76ab7471018e25f8394c640dda"}, @@ -2188,6 +2271,7 @@ version = "2.25.1" description = "Google API client core library" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7"}, {file = "google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8"}, @@ -2197,7 +2281,7 @@ files = [ google-auth = ">=2.14.1,<3.0.0" googleapis-common-protos = ">=1.56.2,<2.0.0" proto-plus = [ - {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""}, + {version = ">=1.22.3,<2.0.0"}, {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0" @@ -2205,7 +2289,7 @@ requests = ">=2.18.0,<3.0.0" [package.extras] async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"] -grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0)"] +grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""] grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] @@ -2215,6 +2299,7 @@ version = "2.179.0" description = "Google API Client Library for Python" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_api_python_client-2.179.0-py3-none-any.whl", hash = "sha256:79ab5039d70c59dab874fd18333fca90fb469be51c96113cb133e5fc1f0b2a79"}, {file = "google_api_python_client-2.179.0.tar.gz", hash = "sha256:76a774a49dd58af52e74ce7114db387e58f0aaf6760c9cf9201ab6d731d8bd8d"}, @@ -2233,6 +2318,7 @@ version = "2.40.3" description = "Google Authentication Library" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_auth-2.40.3-py2.py3-none-any.whl", hash = "sha256:1370d4593e86213563547f97a92752fc658456fe4514c809544f330fed45a7ca"}, {file = "google_auth-2.40.3.tar.gz", hash = "sha256:500c3a29adedeb36ea9cf24b8d10858e152f2412e3ca37829b3fa18e33d63b77"}, @@ -2246,11 +2332,11 @@ rsa = ">=3.1.4,<5" [package.extras] aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"] enterprise-cert = ["cryptography", "pyopenssl"] -pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] -pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] +pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] +pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] reauth = ["pyu2f (>=0.1.5)"] requests = ["requests (>=2.20.0,<3.0.0)"] -testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] +testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] urllib3 = ["packaging", "urllib3"] [[package]] @@ -2259,6 +2345,7 @@ version = "0.2.0" description = "Google Authentication Library: httplib2 transport" optional = true python-versions = "*" +groups = ["main"] files = [ {file = "google-auth-httplib2-0.2.0.tar.gz", hash = "sha256:38aa7badf48f974f1eb9861794e9c0cb2a0511a4ec0679b1f886d108f5640e05"}, {file = "google_auth_httplib2-0.2.0-py2.py3-none-any.whl", hash = "sha256:b65a0a2123300dd71281a7bf6e64d65a0759287df52729bdd1ae2e47dc311a3d"}, @@ -2274,6 +2361,7 @@ version = "4.1.0" description = "Google Cloud Profiler Python Agent" optional = true python-versions = "*" +groups = ["main"] files = [ {file = "google-cloud-profiler-4.1.0.tar.gz", hash = "sha256:2d90f9c6d4c075ad6d43752ae39424c3d0bad63e6549a2c761881f9a235067ae"}, ] @@ -2291,6 +2379,7 @@ version = "1.31.0" description = "GenAI Python SDK" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "google_genai-1.31.0-py3-none-any.whl", hash = "sha256:5c6959bcf862714e8ed0922db3aaf41885bacf6318751b3421bf1e459f78892f"}, {file = "google_genai-1.31.0.tar.gz", hash = "sha256:8572b47aa684357c3e5e10d290ec772c65414114939e3ad2955203e27cd2fcbc"}, @@ -2315,6 +2404,7 @@ version = "1.70.0" description = "Common protobufs used in Google APIs" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"}, {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"}, @@ -2332,6 +2422,7 @@ version = "2.5.0" description = "A Rust HTTP server for Python applications" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "granian-2.5.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:49c1c5059b39db0863e3e967ba18f1ab55fa0f86388537d937aa18baf2934f71"}, {file = "granian-2.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aba86bae39b4e8f770d7e6664490e0abdcdcd742300d16cf1cb370dc159a09c1"}, @@ -2445,8 +2536,8 @@ all = ["granian[dotenv,pname,reload]"] dotenv = ["python-dotenv (>=1.1,<2.0)"] pname = ["setproctitle (>=1.3.3,<1.4.0)"] reload = ["watchfiles (>=1.0,<2.0)"] -rloop = ["rloop (>=0.1,<1.0)"] -uvloop = ["uvloop (>=0.18.0)"] +rloop = ["rloop (>=0.1,<1.0) ; sys_platform != \"win32\""] +uvloop = ["uvloop (>=0.18.0) ; platform_python_implementation == \"CPython\" and sys_platform != \"win32\""] [[package]] name = "greenlet" @@ -2454,6 +2545,8 @@ version = "3.2.4" description = "Lightweight in-process concurrent programming" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_python_implementation == \"CPython\"" files = [ {file = "greenlet-3.2.4-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8c68325b0d0acf8d91dde4e6f930967dd52a5302cd4062932a6b2e7c2969f47c"}, {file = "greenlet-3.2.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:94385f101946790ae13da500603491f04a76b6e4c059dab271b3ce2e283b2590"}, @@ -2521,6 +2614,7 @@ version = "1.12.1" description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "griffe-1.12.1-py3-none-any.whl", hash = "sha256:2d7c12334de00089c31905424a00abcfd931b45b8b516967f224133903d302cc"}, {file = "griffe-1.12.1.tar.gz", hash = "sha256:29f5a6114c0aeda7d9c86a570f736883f8a2c5b38b57323d56b3d1c000565567"}, @@ -2535,6 +2629,7 @@ version = "1.74.0" description = "HTTP/2-based RPC framework" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "grpcio-1.74.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:85bd5cdf4ed7b2d6438871adf6afff9af7096486fcf51818a81b77ef4dd30907"}, {file = "grpcio-1.74.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:68c8ebcca945efff9d86d8d6d7bfb0841cf0071024417e2d7f45c5e46b5b08eb"}, @@ -2598,6 +2693,7 @@ version = "1.71.2" description = "Protobuf code generator for gRPC" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "grpcio_tools-1.71.2-cp310-cp310-linux_armv7l.whl", hash = "sha256:ab8a28c2e795520d6dc6ffd7efaef4565026dbf9b4f5270de2f3dd1ce61d2318"}, {file = "grpcio_tools-1.71.2-cp310-cp310-macosx_10_14_universal2.whl", hash = "sha256:654ecb284a592d39a85556098b8c5125163435472a20ead79b805cf91814b99e"}, @@ -2663,6 +2759,7 @@ version = "0.4.8" description = "Pure-Python gRPC implementation for asyncio" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "grpclib-0.4.8-py3-none-any.whl", hash = "sha256:a5047733a7acc1c1cee6abf3c841c7c6fab67d2844a45a853b113fa2e6cd2654"}, {file = "grpclib-0.4.8.tar.gz", hash = "sha256:d8823763780ef94fed8b2c562f7485cf0bbee15fc7d065a640673667f7719c9a"}, @@ -2681,6 +2778,7 @@ version = "0.16.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, @@ -2692,6 +2790,7 @@ version = "4.3.0" description = "Pure-Python HTTP/2 protocol implementation" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd"}, {file = "h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1"}, @@ -2707,6 +2806,7 @@ version = "4.1.0" description = "Pure-Python HPACK header encoding" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496"}, {file = "hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca"}, @@ -2718,6 +2818,7 @@ version = "2020.1.16" description = "Turn HTML into equivalent Markdown-structured text." optional = false python-versions = ">=3.5" +groups = ["main"] files = [ {file = "html2text-2020.1.16-py3-none-any.whl", hash = "sha256:c7c629882da0cf377d66f073329ccf34a12ed2adf0169b9285ae4e63ef54c82b"}, {file = "html2text-2020.1.16.tar.gz", hash = "sha256:e296318e16b059ddb97f7a8a1d6a5c1d7af4544049a01e261731d2d5cc277bbb"}, @@ -2729,6 +2830,7 @@ version = "1.0.9" description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, @@ -2750,6 +2852,7 @@ version = "0.22.0" description = "A comprehensive HTTP client library." optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main"] files = [ {file = "httplib2-0.22.0-py3-none-any.whl", hash = "sha256:14ae0a53c1ba8f3d37e9e27cf37eabb0fb9980f435ba405d546948b009dd64dc"}, {file = "httplib2-0.22.0.tar.gz", hash = "sha256:d7a10bc5ef5ab08322488bde8c726eeee5c8618723fdb399597ec58f3d82df81"}, @@ -2764,6 +2867,7 @@ version = "0.28.1" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, @@ -2776,7 +2880,7 @@ httpcore = "==1.*" idna = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] +brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] @@ -2788,6 +2892,7 @@ version = "0.4.0" description = "Consume Server-Sent Event (SSE) messages with HTTPX." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"}, {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"}, @@ -2799,6 +2904,7 @@ version = "10.0" description = "Human friendly output for text interfaces using Python" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["main"] files = [ {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"}, {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"}, @@ -2813,6 +2919,7 @@ version = "6.1.0" description = "Pure-Python HTTP/2 framing" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"}, {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"}, @@ -2824,6 +2931,7 @@ version = "2.6.13" description = "File identification library for Python" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "identify-2.6.13-py2.py3-none-any.whl", hash = "sha256:60381139b3ae39447482ecc406944190f690d4a2997f2584062089848361b33b"}, {file = "identify-2.6.13.tar.gz", hash = "sha256:da8d6c828e773620e13bfa86ea601c5a5310ba4bcd65edf378198b56a1f9fb32"}, @@ -2838,6 +2946,7 @@ version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, @@ -2852,6 +2961,7 @@ version = "8.5.0" description = "Read metadata from Python packages" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"}, {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"}, @@ -2861,12 +2971,12 @@ files = [ zipp = ">=3.20" [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] perf = ["ipython"] -test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] +test = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] type = ["pytest-mypy"] [[package]] @@ -2875,6 +2985,7 @@ version = "5.6.2" description = "Correctly generate plurals, singular nouns, ordinals, indefinite articles; convert numbers to words" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "inflect-5.6.2-py3-none-any.whl", hash = "sha256:b45d91a4a28a4e617ff1821117439b06eaa86e2a4573154af0149e9be6687238"}, {file = "inflect-5.6.2.tar.gz", hash = "sha256:aadc7ed73928f5e014129794bbac03058cca35d0a973a5fc4eb45c7fa26005f9"}, @@ -2882,7 +2993,7 @@ files = [ [package.extras] docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"] -testing = ["pygments", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] +testing = ["pygments", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\""] [[package]] name = "inflection" @@ -2890,6 +3001,7 @@ version = "0.5.1" description = "A port of Ruby on Rails inflector to Python" optional = false python-versions = ">=3.5" +groups = ["main"] files = [ {file = "inflection-0.5.1-py2.py3-none-any.whl", hash = "sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2"}, {file = "inflection-0.5.1.tar.gz", hash = "sha256:1a29730d366e996aaacffb2f1f1cb9593dc38e2ddd30c91250c6dde09ea9b417"}, @@ -2901,6 +3013,7 @@ version = "2.1.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.8" +groups = ["main", "dev", "dev,tests"] files = [ {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"}, {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"}, @@ -2912,6 +3025,7 @@ version = "2.2.0" description = "Pythonic task execution" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "invoke-2.2.0-py3-none-any.whl", hash = "sha256:6ea924cc53d4f78e3d98bc436b08069a03077e6f85ad1ddaa8a116d7dad15820"}, {file = "invoke-2.2.0.tar.gz", hash = "sha256:ee6cbb101af1a859c7fe84f2a264c059020b0cb7fe3535f9424300ab568f6bd5"}, @@ -2923,6 +3037,7 @@ version = "0.13.13" description = "IPython-enabled pdb" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["dev"] files = [ {file = "ipdb-0.13.13-py3-none-any.whl", hash = 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"sha256:c033c6d4e7914c3d9768aabe76bbe87ba1dc66a92a05db6bfa1125d81f2ee270"}, @@ -3003,6 +3120,7 @@ version = "1.1.1" description = "Defines a variety of Pygments lexers for highlighting IPython code." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "ipython_pygments_lexers-1.1.1-py3-none-any.whl", hash = "sha256:a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c"}, {file = "ipython_pygments_lexers-1.1.1.tar.gz", hash = "sha256:09c0138009e56b6854f9535736f4171d855c8c08a563a0dcd8022f78355c7e81"}, @@ -3017,6 +3135,7 @@ version = "5.13.2" description = "A Python utility / library to sort Python imports." optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"}, {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"}, @@ -3031,6 +3150,7 @@ version = "2.2.0" description = "Safely pass data to untrusted environments and back." optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"}, {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"}, @@ -3042,6 +3162,7 @@ version = "0.19.2" description = "An autocompletion tool for Python that can be used for text editors." optional = false python-versions = ">=3.6" +groups = ["main", "dev"] files = [ {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"}, {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"}, @@ -3061,6 +3182,7 @@ version = "3.1.6" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"}, {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"}, @@ -3078,6 +3200,7 @@ version = "0.10.0" description = "Fast iterable JSON parser." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"}, {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"}, @@ -3164,6 +3287,7 @@ version = "1.0.1" description = "JSON Matching Expressions" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"}, {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"}, @@ -3175,6 +3299,7 @@ version = "1.5.1" description = "Lightweight pipelining with Python functions" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "joblib-1.5.1-py3-none-any.whl", hash = "sha256:4719a31f054c7d766948dcd83e9613686b27114f190f717cec7eaa2084f8a74a"}, {file = "joblib-1.5.1.tar.gz", hash = "sha256:f4f86e351f39fe3d0d32a9f2c3d8af1ee4cec285aafcb27003dda5205576b444"}, @@ -3186,6 +3311,7 @@ version = "1.33" description = "Apply JSON-Patches (RFC 6902)" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" +groups = ["main"] files = [ {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"}, {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"}, @@ -3200,6 +3326,7 @@ version = "3.0.0" description = "Identify specific nodes in a JSON document (RFC 6901)" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"}, {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"}, @@ -3211,6 +3338,7 @@ version = "1.1.0" description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9"}, {file = "jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552"}, @@ -3222,6 +3350,7 @@ version = "4.25.1" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"}, {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"}, @@ -3243,6 +3372,7 @@ version = "2025.4.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"}, {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"}, @@ -3257,6 +3387,7 @@ version = "8.6.3" description = "Jupyter protocol implementation and client libraries" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"}, {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"}, @@ -3271,7 +3402,7 @@ traitlets = ">=5.3" [package.extras] docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"] -test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] +test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] [[package]] name = "jupyter-core" @@ -3279,6 +3410,7 @@ version = "5.8.1" description = "Jupyter core package. A base package on which Jupyter projects rely." optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "jupyter_core-5.8.1-py3-none-any.whl", hash = "sha256:c28d268fc90fb53f1338ded2eb410704c5449a358406e8a948b75706e24863d0"}, {file = "jupyter_core-5.8.1.tar.gz", hash = "sha256:0a5f9706f70e64786b75acba995988915ebd4601c8a52e534a40b51c95f59941"}, @@ -3299,6 +3431,7 @@ version = "1.4.9" description = "A fast implementation of the Cassowary constraint solver" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "kiwisolver-1.4.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b4b4d74bda2b8ebf4da5bd42af11d02d04428b2c32846e4c2c93219df8a7987b"}, {file = "kiwisolver-1.4.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fb3b8132019ea572f4611d770991000d7f58127560c4889729248eb5852a102f"}, @@ -3409,6 +3542,7 @@ version = "0.3.27" description = "Building applications with LLMs through composability" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"}, {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"}, @@ -3448,6 +3582,7 @@ version = "0.3.27" description = "Community contributed LangChain integrations." optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"}, {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"}, @@ -3476,6 +3611,7 @@ version = "0.3.74" description = "Building applications with LLMs through composability" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "langchain_core-0.3.74-py3-none-any.whl", hash = "sha256:088338b5bc2f6a66892f9afc777992c24ee3188f41cbc603d09181e34a228ce7"}, {file = "langchain_core-0.3.74.tar.gz", hash = "sha256:ff604441aeade942fbcc0a3860a592daba7671345230c2078ba2eb5f82b6ba76"}, @@ -3496,6 +3632,7 @@ version = "0.3.9" description = "LangChain text splitting utilities" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "langchain_text_splitters-0.3.9-py3-none-any.whl", hash = "sha256:cee0bb816211584ea79cc79927317c358543f40404bcfdd69e69ba3ccde54401"}, {file = "langchain_text_splitters-0.3.9.tar.gz", hash = "sha256:7cd1e5a3aaf609979583eeca2eb34177622570b8fa8f586a605c6b1c34e7ebdb"}, @@ -3510,6 +3647,7 @@ version = "0.4.16" description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform." optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "langsmith-0.4.16-py3-none-any.whl", hash = "sha256:9ba95ed09b057dfe227e882f5446e1824bfc9f2c89de542ee6f0f8d90ab953a7"}, {file = "langsmith-0.4.16.tar.gz", hash = "sha256:a94f374c7fa0f406757f95f311e84873258563961e1af0ba8996411822cd7241"}, @@ -3537,6 +3675,7 @@ version = "0.1.277" description = "" optional = false python-versions = "<4.0,>=3.8" +groups = ["main"] files = [ {file = "letta_client-0.1.277-py3-none-any.whl", hash = "sha256:2428ee84ff3cf582c935623dd7678845bfe46e79c75cb9a1a1b6efe284c5bc16"}, {file = "letta_client-0.1.277.tar.gz", hash = "sha256:112837705c43c7c2c9a6baa99c38a0ad390f8bcb7ad0de5e3b9556990b898427"}, @@ -3555,6 +3694,7 @@ version = "0.1.35" description = "" optional = false python-versions = "<4,>=3.8" +groups = ["main"] files = [ {file = "llama_cloud-0.1.35-py3-none-any.whl", hash = "sha256:b7abab4423118e6f638d2f326749e7a07c6426543bea6da99b623c715b22af71"}, {file = "llama_cloud-0.1.35.tar.gz", hash = "sha256:200349d5d57424d7461f304cdb1355a58eea3e6ca1e6b0d75c66b2e937216983"}, @@ -3571,6 +3711,7 @@ version = "0.6.54" description = "Tailored SDK clients for LlamaCloud services." optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_cloud_services-0.6.54-py3-none-any.whl", hash = "sha256:07f595f7a0ba40c6a1a20543d63024ca7600fe65c4811d1951039977908997be"}, {file = "llama_cloud_services-0.6.54.tar.gz", hash = "sha256:baf65d9bffb68f9dca98ac6e22908b6675b2038b021e657ead1ffc0e43cbd45d"}, @@ -3591,6 +3732,7 @@ version = "0.12.42" description = "Interface between LLMs and your data" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index-0.12.42-py3-none-any.whl", hash = "sha256:9a304b2bd71d6772fc6c2e9995e119815c00716fc98813b15ea79caee09f1fe2"}, {file = "llama_index-0.12.42.tar.gz", hash = "sha256:d2bd2b9ea06bc42ebe74697aaa0b66c79bd3dee8ff5d06c53294d49ca44512e7"}, @@ -3616,6 +3758,7 @@ version = "0.4.12" description = "llama-index agent openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_agent_openai-0.4.12-py3-none-any.whl", hash = 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"sha256:cff21fe15610826997c876a6b1d28d52727932c5f9c2af04b23e041a10f40a24"}, @@ -3685,6 +3830,7 @@ version = "0.3.1" description = "llama-index embeddings openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_embeddings_openai-0.3.1-py3-none-any.whl", hash = "sha256:f15a3d13da9b6b21b8bd51d337197879a453d1605e625a1c6d45e741756c0290"}, {file = "llama_index_embeddings_openai-0.3.1.tar.gz", hash = "sha256:1368aad3ce24cbaed23d5ad251343cef1eb7b4a06d6563d6606d59cb347fef20"}, @@ -3700,6 +3846,7 @@ version = "0.8.0" description = "llama-index indices llama-cloud integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_indices_managed_llama_cloud-0.8.0-py3-none-any.whl", hash = "sha256:817d6bd4715d45522e7165d29208e093d06179cc1bc5f9590382245f73dfd7aa"}, {file = "llama_index_indices_managed_llama_cloud-0.8.0.tar.gz", hash = "sha256:762de10d3949e04997766f6a665ed4503394d82ea4b3339139a365edde6e753e"}, @@ -3715,6 +3862,7 @@ version = "0.4.7" description = "llama-index llms openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_llms_openai-0.4.7-py3-none-any.whl", hash = "sha256:3b8d9d3c1bcadc2cff09724de70f074f43eafd5b7048a91247c9a41b7cd6216d"}, {file = "llama_index_llms_openai-0.4.7.tar.gz", hash = "sha256:564af8ab39fb3f3adfeae73a59c0dca46c099ab844a28e725eee0c551d4869f8"}, @@ -3730,6 +3878,7 @@ version = "0.5.1" description = "llama-index multi-modal-llms openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_multi_modal_llms_openai-0.5.1-py3-none-any.whl", hash = "sha256:69bb9c310c323ce51038f0d40719f546d0d4e0853835a4f5cfa21f07dbb0b91e"}, {file = "llama_index_multi_modal_llms_openai-0.5.1.tar.gz", hash = "sha256:df3aff00c36023c5f8c49f972a325f71823ed0f4dd9cd479955d76afc146575f"}, @@ -3745,6 +3894,7 @@ version = "0.3.2" description = "llama-index program openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_program_openai-0.3.2-py3-none-any.whl", hash = "sha256:451829ae53e074e7b47dcc60a9dd155fcf9d1dcbc1754074bdadd6aab4ceb9aa"}, {file = "llama_index_program_openai-0.3.2.tar.gz", hash = "sha256:04c959a2e616489894bd2eeebb99500d6f1c17d588c3da0ddc75ebd3eb7451ee"}, @@ -3761,6 +3911,7 @@ version = "0.3.1" description = "llama-index question_gen openai integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_question_gen_openai-0.3.1-py3-none-any.whl", hash = "sha256:1ce266f6c8373fc8d884ff83a44dfbacecde2301785db7144872db51b8b99429"}, {file = "llama_index_question_gen_openai-0.3.1.tar.gz", hash = "sha256:5e9311b433cc2581ff8a531fa19fb3aa21815baff75aaacdef11760ac9522aa9"}, @@ -3777,6 +3928,7 @@ version = "0.4.11" description = "llama-index readers file integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_readers_file-0.4.11-py3-none-any.whl", hash = "sha256:e71192d8d6d0bf95131762da15fa205cf6e0cc248c90c76ee04d0fbfe160d464"}, {file = "llama_index_readers_file-0.4.11.tar.gz", hash = "sha256:1b21cb66d78dd5f60e8716607d9a47ccd81bb39106d459665be1ca7799e9597b"}, @@ -3799,6 +3951,7 @@ version = "0.4.0" description = "llama-index readers llama-parse integration" optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_index_readers_llama_parse-0.4.0-py3-none-any.whl", hash = "sha256:574e48386f28d2c86c3f961ca4a4906910312f3400dd0c53014465bfbc6b32bf"}, {file = "llama_index_readers_llama_parse-0.4.0.tar.gz", hash = "sha256:e99ec56f4f8546d7fda1a7c1ae26162fb9acb7ebcac343b5abdb4234b4644e0f"}, @@ -3814,6 +3967,7 @@ version = "0.6.54" description = "Parse files into RAG-Optimized formats." optional = false python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "llama_parse-0.6.54-py3-none-any.whl", hash = "sha256:c66c8d51cf6f29a44eaa8595a595de5d2598afc86e5a33a4cebe5fe228036920"}, {file = "llama_parse-0.6.54.tar.gz", hash = "sha256:c707b31152155c9bae84e316fab790bbc8c85f4d8825ce5ee386ebeb7db258f1"}, @@ -3828,6 +3982,7 @@ version = "2.39.0" description = "Developer-friendly load testing framework" optional = true python-versions = ">=3.10" +groups = ["main"] files = [ {file = "locust-2.39.0-py3-none-any.whl", hash = "sha256:3817c4d7cca387b4b871da779c9e145c2a95fbb0b5602be5833976902b967a8f"}, {file = "locust-2.39.0.tar.gz", hash = "sha256:71e82a68324f9d63d4b800035288488c08eab12811fa4c24ff07f031643b7b39"}, @@ -3847,8 +4002,8 @@ python-socketio = {version = "5.13.0", extras = ["client"]} pywin32 = {version = "*", markers = "sys_platform == \"win32\""} pyzmq = ">=25.0.0" requests = [ - {version = ">=2.26.0", markers = "python_version <= \"3.11\""}, {version = ">=2.32.2", markers = "python_version > \"3.11\""}, + {version = ">=2.26.0", markers = "python_version <= \"3.11\""}, ] setuptools = ">=70.0.0" werkzeug = ">=2.0.0" @@ -3862,6 +4017,7 @@ version = "1.26.3" description = "Locust Cloud" optional = true python-versions = ">=3.10" +groups = ["main"] files = [ {file = "locust_cloud-1.26.3-py3-none-any.whl", hash = "sha256:8cb4b8bb9adcd5b99327bc8ed1d98cf67a29d9d29512651e6e94869de6f1faa8"}, {file = "locust_cloud-1.26.3.tar.gz", hash = "sha256:587acfd4d2dee715fb5f0c3c2d922770babf0b7cff7b2927afbb693a9cd193cc"}, @@ -3880,6 +4036,7 @@ version = "6.0.1" description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "lxml-6.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3b38e20c578149fdbba1fd3f36cb1928a3aaca4b011dfd41ba09d11fb396e1b9"}, {file = "lxml-6.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:11a052cbd013b7140bbbb38a14e2329b6192478344c99097e378c691b7119551"}, @@ -4011,6 +4168,7 @@ version = "0.6.2" description = "A tool to determine the content type of a file with deep learning" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "magika-0.6.2-py3-none-any.whl", hash = "sha256:5ef72fbc07723029b3684ef81454bc224ac5f60986aa0fc5a28f4456eebcb5b2"}, {file = "magika-0.6.2-py3-none-macosx_11_0_arm64.whl", hash = "sha256:9109309328a1553886c8ff36c2ee9a5e9cfd36893ad81b65bf61a57debdd9d0e"}, @@ -4022,8 +4180,8 @@ files = [ [package.dependencies] click = ">=8.1.7" numpy = [ + {version = ">=1.26", markers = "python_version == \"3.12\""}, {version = ">=1.24", markers = "python_version < \"3.12\""}, - {version = ">=1.26", markers = "python_version >= \"3.12\" and python_version < \"3.13\""}, {version = ">=2.1.0", markers = "python_version >= \"3.13\""}, ] onnxruntime = {version = ">=1.17.0", markers = "python_version > \"3.9\""} @@ -4035,6 +4193,7 @@ version = "1.3.10" description = "A super-fast templating language that borrows the best ideas from the existing templating languages." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"}, {file = "mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28"}, @@ -4054,6 +4213,7 @@ version = "1.10.0" description = "Convert Word documents from docx to simple and clean HTML and Markdown" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "mammoth-1.10.0-py2.py3-none-any.whl", hash = "sha256:a1c87d5b98ca30230394267f98614b58b14b50f8031dc33ac9a535c6ab04eb99"}, {file = "mammoth-1.10.0.tar.gz", hash = "sha256:cb6fbba41ccf8b5502859c457177d87a833fef0e0b1d4e6fd23ec372fe892c30"}, @@ -4068,6 +4228,7 @@ version = "4.0.0" description = "Python port of markdown-it. Markdown parsing, done right!" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147"}, {file = "markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3"}, @@ -4091,6 +4252,7 @@ version = "1.2.0" description = "Convert HTML to markdown." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "markdownify-1.2.0-py3-none-any.whl", hash = "sha256:48e150a1c4993d4d50f282f725c0111bd9eb25645d41fa2f543708fd44161351"}, {file = "markdownify-1.2.0.tar.gz", hash = "sha256:f6c367c54eb24ee953921804dfe6d6575c5e5b42c643955e7242034435de634c"}, @@ -4106,6 +4268,7 @@ version = "0.1.2" description = "Utility tool for converting various files to Markdown" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "markitdown-0.1.2-py3-none-any.whl", hash = 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(==2024.8.6)", "sphinx (==8.2.3) ; python_version >= \"3.11\"", "sphinx-copybutton (==0.5.2)", "sphinx-design (==0.6.1)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.10.0)"] tests = ["pytest (<9)", "pytest-lazy-fixtures"] [[package]] @@ -4250,6 +4416,7 @@ version = "3.10.5" description = "Python plotting package" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "matplotlib-3.10.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:5d4773a6d1c106ca05cb5a5515d277a6bb96ed09e5c8fab6b7741b8fcaa62c8f"}, {file = "matplotlib-3.10.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc88af74e7ba27de6cbe6faee916024ea35d895ed3d61ef6f58c4ce97da7185a"}, @@ -4328,6 +4495,7 @@ version = "0.1.7" description = "Inline Matplotlib backend for Jupyter" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"}, {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"}, @@ -4342,6 +4510,7 @@ version = "1.10.1" description = "Model Context Protocol SDK" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "mcp-1.10.1-py3-none-any.whl", hash = "sha256:4d08301aefe906dce0fa482289db55ce1db831e3e67212e65b5e23ad8454b3c5"}, {file = "mcp-1.10.1.tar.gz", hash = "sha256:aaa0957d8307feeff180da2d9d359f2b801f35c0c67f1882136239055ef034c2"}, @@ -4372,6 +4541,7 @@ version = "0.1.2" description = "Markdown URL utilities" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"}, {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"}, @@ -4383,6 +4553,7 @@ version = "1.9.8" description = "Python Client SDK for the Mistral AI API." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "mistralai-1.9.8-py3-none-any.whl", hash = "sha256:f4874d62932245c438c4fce04aaf740a9d6da651dc598bf660978a21fb73f017"}, {file = "mistralai-1.9.8.tar.gz", hash = "sha256:74eac8b3aee410dffbd8ef0878adb7f593940fa9592d9eb4428da9b067209b22"}, @@ -4398,7 +4569,7 @@ pyyaml = ">=6.0.2,<7.0.0" typing-inspection = ">=0.4.0" [package.extras] -agents = ["authlib (>=1.5.2,<2.0)", "griffe (>=1.7.3,<2.0)", "mcp (>=1.0,<2.0)"] +agents = ["authlib (>=1.5.2,<2.0)", "griffe (>=1.7.3,<2.0)", "mcp (>=1.0,<2.0) ; python_version >= \"3.10\""] gcp = ["google-auth (>=2.27.0)", "requests (>=2.32.3)"] [[package]] @@ -4407,6 +4578,7 @@ version = "1.1.3" description = "Python client library for Modal" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "modal-1.1.3-py3-none-any.whl", hash = "sha256:4444cd5e59025ab595934e805eb139dfa3758f87ef44b443ca88dc139adac11b"}, {file = "modal-1.1.3.tar.gz", hash = "sha256:6183117ceeb9d62696e9a6c181955669b241515c339c51f3d4c72d0688af44aa"}, @@ -4433,6 +4605,7 @@ version = "1.3.0" description = "Python library for arbitrary-precision floating-point arithmetic" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"}, {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"}, @@ -4441,7 +4614,7 @@ files = [ [package.extras] develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"] docs = ["sphinx"] -gmpy = ["gmpy2 (>=2.1.0a4)"] +gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""] tests = ["pytest (>=4.6)"] [[package]] @@ -4450,6 +4623,7 @@ version = "1.1.1" description = "MessagePack serializer" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = 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"sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"}, {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"}, @@ -4648,6 +4824,7 @@ version = "1.6.0" description = "Patch asyncio to allow nested event loops" optional = false python-versions = ">=3.5" +groups = ["main", "dev"] files = [ {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"}, {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"}, @@ -4659,6 +4836,7 @@ version = "3.5" description = "Python package for creating and manipulating graphs and networks" optional = false python-versions = ">=3.11" +groups = ["main"] files = [ {file = "networkx-3.5-py3-none-any.whl", hash = "sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec"}, {file = "networkx-3.5.tar.gz", hash = "sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037"}, @@ -4679,6 +4857,7 @@ version = "3.9.1" description = "Natural Language Toolkit" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"}, {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"}, @@ -4704,6 +4883,7 @@ version = "1.9.1" description = "Node.js virtual environment builder" optional = true python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main"] files = [ {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, @@ -4715,6 +4895,7 @@ version = "2.3.2" description = "Fundamental package for array computing in Python" optional = false python-versions = ">=3.11" +groups = ["main"] files = [ {file = "numpy-2.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:852ae5bed3478b92f093e30f785c98e0cb62fa0a939ed057c31716e18a7a22b9"}, {file = "numpy-2.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7a0e27186e781a69959d0230dd9909b5e26024f8da10683bd6344baea1885168"}, @@ -4798,6 +4979,7 @@ version = "1.22.1" description = "ONNX Runtime is a runtime accelerator for Machine Learning models" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "onnxruntime-1.22.1-cp310-cp310-macosx_13_0_universal2.whl", hash = "sha256:80e7f51da1f5201c1379b8d6ef6170505cd800e40da216290f5e06be01aadf95"}, {file = "onnxruntime-1.22.1-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b89ddfdbbdaf7e3a59515dee657f6515601d55cb21a0f0f48c81aefc54ff1b73"}, @@ -4833,6 +5015,7 @@ version = "1.101.0" description = "The official Python library for the openai API" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "openai-1.101.0-py3-none-any.whl", hash = "sha256:6539a446cce154f8d9fb42757acdfd3ed9357ab0d34fcac11096c461da87133b"}, {file = "openai-1.101.0.tar.gz", hash = "sha256:29f56df2236069686e64aca0e13c24a4ec310545afb25ef7da2ab1a18523f22d"}, @@ -4860,6 +5043,7 @@ version = "1.30.0" description = "OpenTelemetry Python API" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_api-1.30.0-py3-none-any.whl", hash = "sha256:d5f5284890d73fdf47f843dda3210edf37a38d66f44f2b5aedc1e89ed455dc09"}, {file = "opentelemetry_api-1.30.0.tar.gz", hash = "sha256:375893400c1435bf623f7dfb3bcd44825fe6b56c34d0667c542ea8257b1a1240"}, @@ -4875,6 +5059,7 @@ version = "1.30.0" description = "OpenTelemetry Collector Exporters" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp-1.30.0-py3-none-any.whl", hash = "sha256:44e11054ec571ccfed73a83c6429dee5d334d061d0e0572e3160d6de97156dbc"}, {file = "opentelemetry_exporter_otlp-1.30.0.tar.gz", hash = "sha256:da7769f95cd5be5b09dd4188ac153a33709eda652217f2d10aed6518c8e60f0d"}, @@ -4890,6 +5075,7 @@ version = "1.30.0" description = "OpenTelemetry Protobuf encoding" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_common-1.30.0-py3-none-any.whl", hash = "sha256:5468007c81aa9c44dc961ab2cf368a29d3475977df83b4e30aeed42aa7bc3b38"}, {file = "opentelemetry_exporter_otlp_proto_common-1.30.0.tar.gz", hash = "sha256:ddbfbf797e518411857d0ca062c957080279320d6235a279f7b64ced73c13897"}, @@ -4904,6 +5090,7 @@ version = "1.30.0" description = "OpenTelemetry Collector Protobuf over gRPC Exporter" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0-py3-none-any.whl", hash = "sha256:2906bcae3d80acc54fd1ffcb9e44d324e8631058b502ebe4643ca71d1ff30830"}, {file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0.tar.gz", hash = "sha256:d0f10f0b9b9a383b7d04a144d01cb280e70362cccc613987e234183fd1f01177"}, @@ -4924,6 +5111,7 @@ version = "1.30.0" description = "OpenTelemetry Collector Protobuf over HTTP Exporter" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_exporter_otlp_proto_http-1.30.0-py3-none-any.whl", hash = "sha256:9578e790e579931c5ffd50f1e6975cbdefb6a0a0a5dea127a6ae87df10e0a589"}, {file = "opentelemetry_exporter_otlp_proto_http-1.30.0.tar.gz", hash = "sha256:c3ae75d4181b1e34a60662a6814d0b94dd33b628bee5588a878bed92cee6abdc"}, @@ -4944,6 +5132,7 @@ version = "0.51b0" description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation-0.51b0-py3-none-any.whl", hash = "sha256:c6de8bd26b75ec8b0e54dff59e198946e29de6a10ec65488c357d4b34aa5bdcf"}, {file = "opentelemetry_instrumentation-0.51b0.tar.gz", hash = "sha256:4ca266875e02f3988536982467f7ef8c32a38b8895490ddce9ad9604649424fa"}, @@ -4961,6 +5150,7 @@ version = "0.51b0" description = "OpenTelemetry requests instrumentation" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation_requests-0.51b0-py3-none-any.whl", hash = "sha256:0723aaafaeb2a825723f31c0bf644f9642377046063d1a52fc86571ced87feac"}, {file = "opentelemetry_instrumentation_requests-0.51b0.tar.gz", hash = "sha256:e7f4bd3ffcab6ebcce8a1c652af218e050354c8e7cac2c34814292d4de75167a"}, @@ -4981,6 +5171,7 @@ version = "0.51b0" description = "OpenTelemetry SQLAlchemy instrumentation" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_instrumentation_sqlalchemy-0.51b0-py3-none-any.whl", hash = "sha256:5ff4816228b496aef1511149e2b17a25e0faacec4d5eb65bf18a9964af40f1af"}, {file = "opentelemetry_instrumentation_sqlalchemy-0.51b0.tar.gz", hash = "sha256:dbfe95b69006017f903dda194606be458d54789e6b3419d37161fb8861bb98a5"}, @@ -5002,6 +5193,7 @@ version = "1.30.0" description = "OpenTelemetry Python Proto" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_proto-1.30.0-py3-none-any.whl", hash = "sha256:c6290958ff3ddacc826ca5abbeb377a31c2334387352a259ba0df37c243adc11"}, {file = "opentelemetry_proto-1.30.0.tar.gz", hash = "sha256:afe5c9c15e8b68d7c469596e5b32e8fc085eb9febdd6fb4e20924a93a0389179"}, @@ -5016,6 +5208,7 @@ version = "1.30.0" description = "OpenTelemetry Python SDK" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_sdk-1.30.0-py3-none-any.whl", hash = "sha256:14fe7afc090caad881addb6926cec967129bd9260c4d33ae6a217359f6b61091"}, {file = "opentelemetry_sdk-1.30.0.tar.gz", hash = "sha256:c9287a9e4a7614b9946e933a67168450b9ab35f08797eb9bc77d998fa480fa18"}, @@ -5032,6 +5225,7 @@ version = "0.51b0" description = "OpenTelemetry Semantic Conventions" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_semantic_conventions-0.51b0-py3-none-any.whl", hash = "sha256:fdc777359418e8d06c86012c3dc92c88a6453ba662e941593adb062e48c2eeae"}, {file = "opentelemetry_semantic_conventions-0.51b0.tar.gz", hash = "sha256:3fabf47f35d1fd9aebcdca7e6802d86bd5ebc3bc3408b7e3248dde6e87a18c47"}, @@ -5047,6 +5241,7 @@ version = "0.51b0" description = "Web util for OpenTelemetry" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "opentelemetry_util_http-0.51b0-py3-none-any.whl", hash = "sha256:0561d7a6e9c422b9ef9ae6e77eafcfcd32a2ab689f5e801475cbb67f189efa20"}, {file = "opentelemetry_util_http-0.51b0.tar.gz", hash = "sha256:05edd19ca1cc3be3968b1e502fd94816901a365adbeaab6b6ddb974384d3a0b9"}, @@ -5058,6 +5253,7 @@ version = "3.11.2" description = "" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "orjson-3.11.2-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:d6b8a78c33496230a60dc9487118c284c15ebdf6724386057239641e1eb69761"}, {file = "orjson-3.11.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cc04036eeae11ad4180d1f7b5faddb5dab1dee49ecd147cd431523869514873b"}, @@ -5150,6 +5346,7 @@ version = "24.2" description = "Core utilities for Python packages" optional = false python-versions = ">=3.8" +groups = ["main", "dev", "dev,tests"] files = [ {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"}, {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"}, @@ -5161,6 +5358,7 @@ version = "2.2.3" description = "Powerful data structures for data analysis, time series, and statistics" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"}, {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"}, @@ -5208,8 +5406,8 @@ files = [ [package.dependencies] numpy = [ - {version = ">=1.23.2", markers = "python_version == \"3.11\""}, {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, + {version = ">=1.23.2", markers = "python_version == \"3.11\""}, ] python-dateutil = ">=2.8.2" pytz = ">=2020.1" @@ -5246,6 +5444,7 @@ version = "4.0.0" description = "SSH2 protocol library" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "paramiko-4.0.0-py3-none-any.whl", hash = "sha256:0e20e00ac666503bf0b4eda3b6d833465a2b7aff2e2b3d79a8bba5ef144ee3b9"}, {file = "paramiko-4.0.0.tar.gz", hash = "sha256:6a25f07b380cc9c9a88d2b920ad37167ac4667f8d9886ccebd8f90f654b5d69f"}, @@ -5258,7 +5457,7 @@ invoke = ">=2.0" pynacl = ">=1.5" [package.extras] -gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"] +gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""] [[package]] name = "parso" @@ -5266,6 +5465,7 @@ version = "0.8.5" description = "A Python Parser" optional = false python-versions = ">=3.6" +groups = ["main", "dev"] files = [ {file = "parso-0.8.5-py2.py3-none-any.whl", hash = "sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887"}, {file = "parso-0.8.5.tar.gz", hash = "sha256:034d7354a9a018bdce352f48b2a8a450f05e9d6ee85db84764e9b6bd96dafe5a"}, @@ -5281,6 +5481,7 @@ version = "0.12.1" description = "Utility library for gitignore style pattern matching of file paths." optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, @@ -5292,6 +5493,7 @@ version = "3.3.1" description = "pathvalidate is a Python library to sanitize/validate a string such as filenames/file-paths/etc." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pathvalidate-3.3.1-py3-none-any.whl", hash = "sha256:5263baab691f8e1af96092fa5137ee17df5bdfbd6cff1fcac4d6ef4bc2e1735f"}, {file = "pathvalidate-3.3.1.tar.gz", hash = "sha256:b18c07212bfead624345bb8e1d6141cdcf15a39736994ea0b94035ad2b1ba177"}, @@ -5308,6 +5510,7 @@ version = "20250506" description = "PDF parser and analyzer" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pdfminer_six-20250506-py3-none-any.whl", hash = "sha256:d81ad173f62e5f841b53a8ba63af1a4a355933cfc0ffabd608e568b9193909e3"}, {file = "pdfminer_six-20250506.tar.gz", hash = "sha256:b03cc8df09cf3c7aba8246deae52e0bca7ebb112a38895b5e1d4f5dd2b8ca2e7"}, @@ -5318,7 +5521,7 @@ charset-normalizer = ">=2.0.0" cryptography = ">=36.0.0" [package.extras] -dev = ["atheris", "black", "mypy (==0.931)", "nox", "pytest"] +dev = ["atheris ; python_version < \"3.12\"", "black", "mypy (==0.931)", "nox", "pytest"] docs = ["sphinx", "sphinx-argparse"] image = ["Pillow"] @@ -5328,6 +5531,7 @@ version = "4.9.0" description = "Pexpect allows easy control of interactive console applications." optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"}, {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"}, @@ -5342,6 +5546,7 @@ version = "1.31.4" description = "PostgreSQL interface library" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pg8000-1.31.4-py3-none-any.whl", hash = "sha256:d14fb2054642ee80f9a216721892e99e19db60a005358460ffa48872351423d4"}, {file = "pg8000-1.31.4.tar.gz", hash = "sha256:e7ecce4339891f27b0b22e2f79eb9efe44118bd384207359fc18350f788ace00"}, @@ -5357,6 +5562,7 @@ version = "0.2.5" description = "pgvector support for Python" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pgvector-0.2.5-py2.py3-none-any.whl", hash = "sha256:5e5e93ec4d3c45ab1fa388729d56c602f6966296e19deee8878928c6d567e41b"}, ] @@ -5370,6 +5576,7 @@ version = "11.3.0" description = "Python Imaging Library (Fork)" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pillow-11.3.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:1b9c17fd4ace828b3003dfd1e30bff24863e0eb59b535e8f80194d9cc7ecf860"}, {file = "pillow-11.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:65dc69160114cdd0ca0f35cb434633c75e8e7fad4cf855177a05bf38678f73ad"}, @@ -5485,7 +5692,7 @@ fpx = ["olefile"] mic = ["olefile"] test-arrow = ["pyarrow"] tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"] -typing = ["typing-extensions"] +typing = ["typing-extensions ; python_version < \"3.10\""] xmp = ["defusedxml"] [[package]] @@ -5494,6 +5701,7 @@ version = "7.3.0" description = "Pinecone client and SDK" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "pinecone-7.3.0-py3-none-any.whl", hash = "sha256:315b8fef20320bef723ecbb695dec0aafa75d8434d86e01e5a0e85933e1009a8"}, {file = "pinecone-7.3.0.tar.gz", hash = "sha256:307edc155621d487c20dc71b76c3ad5d6f799569ba42064190d03917954f9a7b"}, @@ -5508,13 +5716,13 @@ pinecone-plugin-interface = ">=0.0.7,<0.0.8" python-dateutil = ">=2.5.3" typing-extensions = ">=3.7.4" urllib3 = [ - {version = ">=1.26.0", markers = "python_version >= \"3.8\" and python_version < \"3.12\""}, {version = ">=1.26.5", markers = "python_version >= \"3.12\" and python_version < \"4.0\""}, + {version = ">=1.26.0", markers = "python_version >= \"3.8\" and python_version < \"3.12\""}, ] [package.extras] asyncio = ["aiohttp (>=3.9.0)", "aiohttp-retry (>=2.9.1,<3.0.0)"] -grpc = ["googleapis-common-protos (>=1.66.0)", "grpcio (>=1.44.0)", "grpcio (>=1.59.0)", "grpcio (>=1.68.0)", "lz4 (>=3.1.3)", "protobuf (>=5.29,<6.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"] +grpc = ["googleapis-common-protos (>=1.66.0)", "grpcio (>=1.44.0) ; python_version >= \"3.8\" and python_version < \"3.11\"", "grpcio (>=1.59.0) ; python_version >= \"3.11\" and python_version < \"4.0\"", "grpcio (>=1.68.0) ; python_version >= \"3.13\" and python_version < \"4.0\"", "lz4 (>=3.1.3)", "protobuf (>=5.29,<6.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"] [[package]] name = "pinecone-plugin-assistant" @@ -5522,6 +5730,7 @@ version = "1.7.0" description = "Assistant plugin for Pinecone SDK" optional = true python-versions = "<4.0,>=3.9" +groups = ["main"] files = [ {file = "pinecone_plugin_assistant-1.7.0-py3-none-any.whl", hash = "sha256:864cb8e7930588e6c2da97c6d44f0240969195f43fa303c5db76cbc12bf903a5"}, {file = "pinecone_plugin_assistant-1.7.0.tar.gz", hash = "sha256:e26e3ba10a8b71c3da0d777cff407668022e82963c4913d0ffeb6c552721e482"}, @@ -5537,6 +5746,7 @@ version = "0.0.7" description = "Plugin interface for the Pinecone python client" optional = true python-versions = "<4.0,>=3.8" +groups = ["main"] files = [ {file = "pinecone_plugin_interface-0.0.7-py3-none-any.whl", hash = "sha256:875857ad9c9fc8bbc074dbe780d187a2afd21f5bfe0f3b08601924a61ef1bba8"}, {file = "pinecone_plugin_interface-0.0.7.tar.gz", hash = "sha256:b8e6675e41847333aa13923cc44daa3f85676d7157324682dc1640588a982846"}, @@ -5548,6 +5758,7 @@ version = "4.3.8" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"}, {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"}, @@ -5564,6 +5775,7 @@ version = "1.6.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.9" +groups = ["main", "dev", "dev,tests"] files = [ {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"}, {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"}, @@ -5579,6 +5791,7 @@ version = "3.8.0" description = "A framework for managing and maintaining multi-language pre-commit hooks." optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pre_commit-3.8.0-py2.py3-none-any.whl", hash = "sha256:9a90a53bf82fdd8778d58085faf8d83df56e40dfe18f45b19446e26bf1b3a63f"}, {file = "pre_commit-3.8.0.tar.gz", hash = "sha256:8bb6494d4a20423842e198980c9ecf9f96607a07ea29549e180eef9ae80fe7af"}, @@ -5597,6 +5810,7 @@ version = "3.16.0" description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "prettytable-3.16.0-py3-none-any.whl", hash = "sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa"}, {file = "prettytable-3.16.0.tar.gz", hash = "sha256:3c64b31719d961bf69c9a7e03d0c1e477320906a98da63952bc6698d6164ff57"}, @@ -5614,6 +5828,7 @@ version = "3.0.51" description = "Library for building powerful interactive command lines in Python" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "prompt_toolkit-3.0.51-py3-none-any.whl", hash = "sha256:52742911fde84e2d423e2f9a4cf1de7d7ac4e51958f648d9540e0fb8db077b07"}, {file = "prompt_toolkit-3.0.51.tar.gz", hash = "sha256:931a162e3b27fc90c86f1b48bb1fb2c528c2761475e57c9c06de13311c7b54ed"}, @@ -5628,6 +5843,7 @@ version = "0.3.2" description = "Accelerated property cache" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"}, {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"}, @@ -5735,6 +5951,7 @@ version = "1.26.1" description = "Beautiful, Pythonic protocol buffers" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"}, {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"}, @@ -5752,6 +5969,7 @@ version = "5.29.5" description = "" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "protobuf-5.29.5-cp310-abi3-win32.whl", hash = "sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079"}, {file = "protobuf-5.29.5-cp310-abi3-win_amd64.whl", hash = "sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc"}, @@ -5772,6 +5990,7 @@ version = "7.0.0" description = "Cross-platform lib for process and system monitoring in Python. NOTE: the syntax of this script MUST be kept compatible with Python 2.7." optional = false python-versions = ">=3.6" +groups = ["main", "dev"] files = [ {file = "psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25"}, {file = "psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da"}, @@ -5795,6 +6014,7 @@ version = "2.9.10" description = "psycopg2 - Python-PostgreSQL Database Adapter" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "psycopg2-2.9.10-cp310-cp310-win32.whl", hash = "sha256:5df2b672140f95adb453af93a7d669d7a7bf0a56bcd26f1502329166f4a61716"}, {file = "psycopg2-2.9.10-cp310-cp310-win_amd64.whl", hash = "sha256:c6f7b8561225f9e711a9c47087388a97fdc948211c10a4bccbf0ba68ab7b3b5a"}, @@ -5814,6 +6034,7 @@ version = "2.9.10" description = "psycopg2 - Python-PostgreSQL Database Adapter" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "psycopg2-binary-2.9.10.tar.gz", hash = "sha256:4b3df0e6990aa98acda57d983942eff13d824135fe2250e6522edaa782a06de2"}, {file = "psycopg2_binary-2.9.10-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:0ea8e3d0ae83564f2fc554955d327fa081d065c8ca5cc6d2abb643e2c9c1200f"}, @@ -5891,6 +6112,7 @@ version = "0.7.0" description = "Run a subprocess in a pseudo terminal" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"}, {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"}, @@ -5902,6 +6124,7 @@ version = "0.2.3" description = "Safely evaluate AST nodes without side effects" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0"}, {file = "pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42"}, @@ -5916,6 +6139,7 @@ version = "0.6.1" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"}, {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"}, @@ -5927,6 +6151,7 @@ version = "0.4.2" description = "A collection of ASN.1-based protocols modules" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"}, {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"}, @@ -5941,6 +6166,7 @@ version = "1.4.2" description = "Fast Base64 encoding/decoding" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pybase64-1.4.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:82b4593b480773b17698fef33c68bae0e1c474ba07663fad74249370c46b46c9"}, {file = "pybase64-1.4.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a126f29d29cb4a498db179135dbf955442a0de5b00f374523f5dcceb9074ff58"}, @@ -6158,10 +6384,12 @@ version = "2.22" description = "C parser in Python" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"}, {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"}, ] +markers = {dev = "implementation_name == \"pypy\""} [[package]] name = "pydantic" @@ -6169,6 +6397,7 @@ version = "2.11.7" description = "Data validation using Python type hints" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"}, {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"}, @@ -6183,7 +6412,7 @@ typing-inspection = ">=0.4.0" [package.extras] email = ["email-validator (>=2.0.0)"] -timezone = ["tzdata"] +timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""] [[package]] name = "pydantic-core" @@ -6191,6 +6420,7 @@ version = "2.33.2" description = "Core functionality for Pydantic validation and serialization" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"}, {file = "pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d"}, @@ -6302,6 +6532,7 @@ version = "2.10.1" description = "Settings management using Pydantic" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796"}, {file = "pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee"}, @@ -6325,6 +6556,7 @@ version = "3.4.0" description = "passive checker of Python programs" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"}, {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"}, @@ -6336,6 +6568,7 @@ version = "2.19.2" description = "Pygments is a syntax highlighting package written in Python." optional = false python-versions = ">=3.8" +groups = ["main", "dev", "dev,tests"] files = [ {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"}, {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"}, @@ -6350,6 +6583,7 @@ version = "3.8.0" description = "🐫 Convert strings (and dictionary keys) between snake case, camel case and pascal case in Python. Inspired by Humps for Node" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pyhumps-3.8.0-py3-none-any.whl", hash = "sha256:060e1954d9069f428232a1adda165db0b9d8dfdce1d265d36df7fbff540acfd6"}, {file = "pyhumps-3.8.0.tar.gz", hash = "sha256:498026258f7ee1a8e447c2e28526c0bea9407f9a59c03260aee4bd6c04d681a3"}, @@ -6361,6 +6595,7 @@ version = "1.5.0" description = "Python binding to the Networking and Cryptography (NaCl) library" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"}, {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"}, @@ -6387,6 +6622,7 @@ version = "3.2.3" description = "pyparsing module - Classes and methods to define and execute parsing grammars" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pyparsing-3.2.3-py3-none-any.whl", hash = "sha256:a749938e02d6fd0b59b356ca504a24982314bb090c383e3cf201c95ef7e2bfcf"}, {file = "pyparsing-3.2.3.tar.gz", hash = "sha256:b9c13f1ab8b3b542f72e28f634bad4de758ab3ce4546e4301970ad6fa77c38be"}, @@ -6401,6 +6637,7 @@ version = "5.9.0" description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pypdf-5.9.0-py3-none-any.whl", hash = "sha256:be10a4c54202f46d9daceaa8788be07aa8cd5ea8c25c529c50dd509206382c35"}, {file = "pypdf-5.9.0.tar.gz", hash = "sha256:30f67a614d558e495e1fbb157ba58c1de91ffc1718f5e0dfeb82a029233890a1"}, @@ -6420,6 +6657,7 @@ version = "1.9.0" description = "A cross-platform clipboard module for Python. (Only handles plain text for now.)" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pyperclip-1.9.0.tar.gz", hash = "sha256:b7de0142ddc81bfc5c7507eea19da920b92252b548b96186caf94a5e2527d310"}, ] @@ -6430,6 +6668,8 @@ version = "3.5.4" description = "A python implementation of GNU readline." optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"}, {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"}, @@ -6444,6 +6684,7 @@ version = "1.1.404" description = "Command line wrapper for pyright" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "pyright-1.1.404-py3-none-any.whl", hash = "sha256:c7b7ff1fdb7219c643079e4c3e7d4125f0dafcc19d253b47e898d130ea426419"}, {file = "pyright-1.1.404.tar.gz", hash = "sha256:455e881a558ca6be9ecca0b30ce08aa78343ecc031d37a198ffa9a7a1abeb63e"}, @@ -6464,6 +6705,7 @@ version = "1.0.8" description = "Pusher websocket client for python, based on Erik Kulyk's PythonPusherClient" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "Pysher-1.0.8.tar.gz", hash = "sha256:7849c56032b208e49df67d7bd8d49029a69042ab0bb45b2ed59fa08f11ac5988"}, ] @@ -6478,6 +6720,7 @@ version = "8.4.1" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.9" +groups = ["main", "dev", "dev,tests"] files = [ {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"}, {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"}, @@ -6499,6 +6742,7 @@ version = "0.24.0" description = "Pytest support for asyncio" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pytest_asyncio-0.24.0-py3-none-any.whl", hash = "sha256:a811296ed596b69bf0b6f3dc40f83bcaf341b155a269052d82efa2b25ac7037b"}, {file = "pytest_asyncio-0.24.0.tar.gz", hash = "sha256:d081d828e576d85f875399194281e92bf8a68d60d72d1a2faf2feddb6c46b276"}, @@ -6517,6 +6761,7 @@ version = "1.5.0" description = "A pytest plugin to report test results as JSON files" optional = false python-versions = "*" +groups = ["dev,tests"] files = [ {file = "pytest-json-report-1.5.0.tar.gz", hash = "sha256:2dde3c647851a19b5f3700729e8310a6e66efb2077d674f27ddea3d34dc615de"}, {file = "pytest_json_report-1.5.0-py3-none-any.whl", hash = "sha256:9897b68c910b12a2e48dd849f9a284b2c79a732a8a9cb398452ddd23d3c8c325"}, @@ -6532,6 +6777,7 @@ version = "3.1.1" description = "pytest plugin for test session metadata" optional = false python-versions = ">=3.8" +groups = ["dev,tests"] files = [ {file = "pytest_metadata-3.1.1-py3-none-any.whl", hash = "sha256:c8e0844db684ee1c798cfa38908d20d67d0463ecb6137c72e91f418558dd5f4b"}, {file = "pytest_metadata-3.1.1.tar.gz", hash = "sha256:d2a29b0355fbc03f168aa96d41ff88b1a3b44a3b02acbe491801c98a048017c8"}, @@ -6549,6 +6795,7 @@ version = "3.14.1" description = "Thin-wrapper around the mock package for easier use with pytest" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pytest_mock-3.14.1-py3-none-any.whl", hash = "sha256:178aefcd11307d874b4cd3100344e7e2d888d9791a6a1d9bfe90fbc1b74fd1d0"}, {file = "pytest_mock-3.14.1.tar.gz", hash = "sha256:159e9edac4c451ce77a5cdb9fc5d1100708d2dd4ba3c3df572f14097351af80e"}, @@ -6566,6 +6813,7 @@ version = "1.3.0" description = "pytest plugin to run your tests in a specific order" optional = true python-versions = ">=3.7" +groups = ["main"] files = [ {file = "pytest_order-1.3.0-py3-none-any.whl", hash = "sha256:2cd562a21380345dd8d5774aa5fd38b7849b6ee7397ca5f6999bbe6e89f07f6e"}, {file = "pytest_order-1.3.0.tar.gz", hash = "sha256:51608fec3d3ee9c0adaea94daa124a5c4c1d2bb99b00269f098f414307f23dde"}, @@ -6580,6 +6828,7 @@ version = "7.3.2" description = "Advanced Python dictionaries with dot notation access" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "python_box-7.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d136163294fd61a1554db7dd203f2e3035064798d30c17d67d948f0de5c572de"}, {file = "python_box-7.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47d72e96547d8e2c2c333909826e9fae338d9a7e4cde07d5c6058cdd468432c0"}, @@ -6606,7 +6855,7 @@ msgpack = ["msgpack"] pyyaml = ["PyYAML"] ruamel-yaml = ["ruamel.yaml (>=0.17)"] toml = ["toml"] -tomli = ["tomli", "tomli-w"] +tomli = ["tomli ; python_version < \"3.11\"", "tomli-w"] yaml = ["ruamel.yaml (>=0.17)"] [[package]] @@ -6615,6 +6864,7 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -6629,6 +6879,7 @@ version = "1.1.1" description = "Read key-value pairs from a .env file and set them as environment variables" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "python_dotenv-1.1.1-py3-none-any.whl", hash = "sha256:31f23644fe2602f88ff55e1f5c79ba497e01224ee7737937930c448e4d0e24dc"}, {file = "python_dotenv-1.1.1.tar.gz", hash = "sha256:a8a6399716257f45be6a007360200409fce5cda2661e3dec71d23dc15f6189ab"}, @@ -6643,6 +6894,7 @@ version = "4.12.2" description = "Engine.IO server and client for Python" optional = true python-versions = ">=3.6" +groups = ["main"] files = [ {file = "python_engineio-4.12.2-py3-none-any.whl", hash = "sha256:8218ab66950e179dfec4b4bbb30aecf3f5d86f5e58e6fc1aa7fde2c698b2804f"}, {file = "python_engineio-4.12.2.tar.gz", hash = "sha256:e7e712ffe1be1f6a05ee5f951e72d434854a32fcfc7f6e4d9d3cae24ec70defa"}, @@ -6662,6 +6914,7 @@ version = "0.0.19" description = "A streaming multipart parser for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "python_multipart-0.0.19-py3-none-any.whl", hash = "sha256:f8d5b0b9c618575bf9df01c684ded1d94a338839bdd8223838afacfb4bb2082d"}, {file = "python_multipart-0.0.19.tar.gz", hash = "sha256:905502ef39050557b7a6af411f454bc19526529ca46ae6831508438890ce12cc"}, @@ -6673,6 +6926,7 @@ version = "1.0.2" description = "Create, read, and update PowerPoint 2007+ (.pptx) files." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "python_pptx-1.0.2-py3-none-any.whl", hash = "sha256:160838e0b8565a8b1f67947675886e9fea18aa5e795db7ae531606d68e785cba"}, {file = "python_pptx-1.0.2.tar.gz", hash = "sha256:479a8af0eaf0f0d76b6f00b0887732874ad2e3188230315290cd1f9dd9cc7095"}, @@ -6690,6 +6944,7 @@ version = "5.13.0" description = "Socket.IO server and client for Python" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "python_socketio-5.13.0-py3-none-any.whl", hash = "sha256:51f68d6499f2df8524668c24bcec13ba1414117cfb3a90115c559b601ab10caf"}, {file = "python_socketio-5.13.0.tar.gz", hash = "sha256:ac4e19a0302ae812e23b712ec8b6427ca0521f7c582d6abb096e36e24a263029"}, @@ -6712,6 +6967,7 @@ version = "2023.4" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pytz-2023.4-py2.py3-none-any.whl", hash = "sha256:f90ef520d95e7c46951105338d918664ebfd6f1d995bd7d153127ce90efafa6a"}, {file = "pytz-2023.4.tar.gz", hash = "sha256:31d4583c4ed539cd037956140d695e42c033a19e984bfce9964a3f7d59bc2b40"}, @@ -6723,6 +6979,7 @@ version = "311" description = "Python for Window Extensions" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"}, {file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"}, @@ -6745,6 +7002,7 @@ files = [ {file = "pywin32-311-cp39-cp39-win_amd64.whl", hash = "sha256:e0c4cfb0621281fe40387df582097fd796e80430597cb9944f0ae70447bacd91"}, {file = "pywin32-311-cp39-cp39-win_arm64.whl", hash = "sha256:62ea666235135fee79bb154e695f3ff67370afefd71bd7fea7512fc70ef31e3d"}, ] +markers = {main = "sys_platform == \"win32\"", dev = "platform_python_implementation != \"PyPy\" and sys_platform == \"win32\""} [[package]] name = "pyyaml" @@ -6752,6 +7010,7 @@ version = "6.0.2" description = "YAML parser and emitter for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"}, {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"}, @@ -6814,6 +7073,7 @@ version = "27.0.2" description = "Python bindings for 0MQ" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "pyzmq-27.0.2-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:8b32c4636ced87dce0ac3d671e578b3400215efab372f1b4be242e8cf0b11384"}, {file = "pyzmq-27.0.2-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:f9528a4b3e24189cb333a9850fddbbafaa81df187297cfbddee50447cdb042cf"}, @@ -6918,6 +7178,7 @@ version = "2.1.0" description = "Python library to build pretty command line user prompts ⭐️" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "questionary-2.1.0-py3-none-any.whl", hash = "sha256:44174d237b68bc828e4878c763a9ad6790ee61990e0ae72927694ead57bab8ec"}, {file = "questionary-2.1.0.tar.gz", hash = "sha256:6302cdd645b19667d8f6e6634774e9538bfcd1aad9be287e743d96cacaf95587"}, @@ -6932,6 +7193,7 @@ version = "6.4.0" description = "Python client for Redis database and key-value store" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "redis-6.4.0-py3-none-any.whl", hash = "sha256:f0544fa9604264e9464cdf4814e7d4830f74b165d52f2a330a760a88dd248b7f"}, {file = "redis-6.4.0.tar.gz", hash = "sha256:b01bc7282b8444e28ec36b261df5375183bb47a07eb9c603f284e89cbc5ef010"}, @@ -6951,6 +7213,7 @@ version = "0.36.2" description = "JSON Referencing + Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"}, {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"}, @@ -6967,6 +7230,7 @@ version = "2025.7.34" description = "Alternative regular expression module, to replace re." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "regex-2025.7.34-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d856164d25e2b3b07b779bfed813eb4b6b6ce73c2fd818d46f47c1eb5cd79bd6"}, {file = "regex-2025.7.34-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2d15a9da5fad793e35fb7be74eec450d968e05d2e294f3e0e77ab03fa7234a83"}, @@ -7063,6 +7327,7 @@ version = "2.32.5" description = "Python HTTP for Humans." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"}, {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"}, @@ -7084,6 +7349,7 @@ version = "1.0.0" description = "A utility belt for advanced users of python-requests" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main"] files = [ {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"}, {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"}, @@ -7098,6 +7364,7 @@ version = "13.9.4" description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"}, {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"}, @@ -7116,6 +7383,7 @@ version = "0.27.0" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "rpds_py-0.27.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:130c1ffa5039a333f5926b09e346ab335f0d4ec393b030a18549a7c7e7c2cea4"}, {file = "rpds_py-0.27.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a4cf32a26fa744101b67bfd28c55d992cd19438aff611a46cac7f066afca8fd4"}, @@ -7280,6 +7548,7 @@ version = "4.9.1" description = "Pure-Python RSA implementation" optional = true python-versions = "<4,>=3.6" +groups = ["main"] files = [ {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"}, {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"}, @@ -7294,6 +7563,7 @@ version = "0.11.3" description = "An Amazon S3 Transfer Manager" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"}, {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"}, @@ -7311,6 +7581,7 @@ version = "1.4.6" description = "An implementation of the SCRAM protocol." optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "scramp-1.4.6-py3-none-any.whl", hash = "sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1"}, {file = "scramp-1.4.6.tar.gz", hash = "sha256:fe055ebbebf4397b9cb323fcc4b299f219cd1b03fd673ca40c97db04ac7d107e"}, @@ -7325,6 +7596,7 @@ version = "3.0.4" description = "Python helper for Semantic Versioning (https://semver.org)" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "semver-3.0.4-py3-none-any.whl", hash = "sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746"}, {file = "semver-3.0.4.tar.gz", hash = "sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602"}, @@ -7336,6 +7608,7 @@ version = "2.19.1" description = "Python client for Sentry (https://sentry.io)" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "sentry_sdk-2.19.1-py2.py3-none-any.whl", hash = "sha256:b056e04b766f805fdf0aa620482cafe2ff000c8fcb51cb266cdb90873e93837b"}, {file = "sentry_sdk-2.19.1.tar.gz", hash = "sha256:6ad8507457a379b72f832aca55787b21e7391751892faef1fd8bace350aa5e17"}, @@ -7391,6 +7664,7 @@ version = "70.3.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "setuptools-70.3.0-py3-none-any.whl", hash = "sha256:fe384da74336c398e0d956d1cae0669bc02eed936cdb1d49b57de1990dc11ffc"}, {file = "setuptools-70.3.0.tar.gz", hash = "sha256:f171bab1dfbc86b132997f26a119f6056a57950d058587841a0082e8830f9dc5"}, @@ -7398,7 +7672,7 @@ files = [ [package.extras] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"] -test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"] +test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", 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"sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, @@ -7417,6 +7692,7 @@ version = "4.0.1" description = "Utilities for working with inspect.Signature objects." optional = true python-versions = ">=3.6" +groups = ["main"] files = [ {file = "sigtools-4.0.1-py2.py3-none-any.whl", hash = "sha256:d216b4cf920bbab0fce636ddc429ed8463a5b533d9e1492acb45a2a1bc36ac6c"}, {file = "sigtools-4.0.1.tar.gz", hash = "sha256:4b8e135a9cd4d2ea00da670c093372d74e672ba3abb87f4c98d8e73dea54445c"}, @@ -7435,6 +7711,7 @@ version = "1.1.0" description = "Simple WebSocket server and client for Python" optional = true python-versions = ">=3.6" +groups = ["main"] files = [ {file = "simple_websocket-1.1.0-py3-none-any.whl", hash = "sha256:4af6069630a38ed6c561010f0e11a5bc0d4ca569b36306eb257cd9a192497c8c"}, {file = "simple_websocket-1.1.0.tar.gz", hash = "sha256:7939234e7aa067c534abdab3a9ed933ec9ce4691b0713c78acb195560aa52ae4"}, @@ -7453,6 +7730,7 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main", "dev"] files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -7464,6 +7742,7 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -7475,6 +7754,7 @@ version = "2.7" description = "A modern CSS selector implementation for Beautiful Soup." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = 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"python-dateutil (>=2.6)", "pytz (>=2014.2)"] +test-all = ["Babel (>=1.3)", "Jinja2 (>=2.3)", "Pygments (>=1.2)", "arrow (>=0.3.4)", "backports.zoneinfo ; python_version < \"3.9\"", "colour (>=0.0.4)", "cryptography (>=0.6)", "docutils (>=0.10)", "flake8 (>=2.4.0)", "flexmock (>=0.9.7)", "furl (>=0.4.1)", "intervals (>=0.7.1)", "isort (>=4.2.2)", "passlib (>=1.6,<2.0)", "pendulum (>=2.0.5)", "pg8000 (>=1.12.4)", "phonenumbers (>=5.9.2)", "psycopg (>=3.1.8)", "psycopg2 (>=2.5.1)", "psycopg2cffi (>=2.8.1)", "pymysql", "pyodbc", "pytest (==7.4.4)", "python-dateutil", "python-dateutil (>=2.6)", "pytz (>=2014.2)"] timezone = ["python-dateutil"] url = ["furl (>=0.4.1)"] @@ -7626,6 +7909,7 @@ version = "0.1.7a2" description = "" optional = false python-versions = "*" +groups = ["main", "desktop", "sqlite"] files = [ {file = "sqlite_vec-0.1.7a2-py3-none-macosx_10_6_x86_64.whl", hash = "sha256:a08dd9396d494ac8970ba519a3931410f08c0c5eeadd0e1a2e02053789f6c877"}, {file = 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simple library to convert rtf to text" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "striprtf-0.0.26-py3-none-any.whl", hash = "sha256:8c8f9d32083cdc2e8bfb149455aa1cc5a4e0a035893bedc75db8b73becb3a1bb"}, {file = "striprtf-0.0.26.tar.gz", hash = "sha256:fdb2bba7ac440072d1c41eab50d8d74ae88f60a8b6575c6e2c7805dc462093aa"}, @@ -7722,6 +8011,7 @@ version = "25.4.0" description = "Structured Logging for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "structlog-25.4.0-py3-none-any.whl", hash = "sha256:fe809ff5c27e557d14e613f45ca441aabda051d119ee5a0102aaba6ce40eed2c"}, {file = "structlog-25.4.0.tar.gz", hash = "sha256:186cd1b0a8ae762e29417095664adf1d6a31702160a46dacb7796ea82f7409e4"}, @@ -7733,6 +8023,7 @@ version = "1.14.0" description = "Computer algebra system (CAS) in Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "sympy-1.14.0-py3-none-any.whl", hash = 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"sha256:58c3ab71bb62820ade5498acc17bc372f436e88151389912672add6bf6d31aed"}, @@ -7781,6 +8074,7 @@ version = "9.1.2" description = "Retry code until it succeeds" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"}, {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"}, @@ -7796,6 +8090,7 @@ version = "0.11.0" description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "tiktoken-0.11.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8a9b517d6331d7103f8bef29ef93b3cca95fa766e293147fe7bacddf310d5917"}, {file = "tiktoken-0.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b4ddb1849e6bf0afa6cc1c5d809fb980ca240a5fffe585a04e119519758788c0"}, @@ -7843,6 +8138,7 @@ version = "6.2.0" description = "A wrapper around the stdlib `tokenize` which roundtrips." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "tokenize_rt-6.2.0-py2.py3-none-any.whl", hash = "sha256:a152bf4f249c847a66497a4a95f63376ed68ac6abf092a2f7cfb29d044ecff44"}, {file = "tokenize_rt-6.2.0.tar.gz", hash = "sha256:8439c042b330c553fdbe1758e4a05c0ed460dbbbb24a606f11f0dee75da4cad6"}, @@ -7854,6 +8150,7 @@ version = "0.10.2" description = "Python Library for Tom's Obvious, Minimal Language" optional = true python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" +groups = ["main"] files = [ {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"}, {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"}, @@ -7865,6 +8162,7 @@ version = "6.5.2" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "tornado-6.5.2-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:2436822940d37cde62771cff8774f4f00b3c8024fe482e16ca8387b8a2724db6"}, {file = "tornado-6.5.2-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:583a52c7aa94ee046854ba81d9ebb6c81ec0fd30386d96f7640c96dad45a03ef"}, @@ -7886,6 +8184,7 @@ version = "4.67.1" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"}, {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"}, @@ -7907,6 +8206,7 @@ version = "5.14.3" description = "Traitlets Python configuration system" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"}, {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"}, @@ -7922,6 +8222,7 @@ version = "0.5.17" description = "The official Python library for the turbopuffer API" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "turbopuffer-0.5.17-py3-none-any.whl", hash = "sha256:156376efe0379d53d5c72bed1d1bf191a55deb214b12a11551018debb4284ec4"}, {file = "turbopuffer-0.5.17.tar.gz", hash = "sha256:62a9ad9f6d251816ca19920b8a5a2756b81c351801163b868a54c3e16ae9cd28"}, @@ -7948,6 +8249,7 @@ version = "0.15.3" description = "Typer, build great CLIs. Easy to code. Based on Python type hints." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "typer-0.15.3-py3-none-any.whl", hash = "sha256:c86a65ad77ca531f03de08d1b9cb67cd09ad02ddddf4b34745b5008f43b239bd"}, {file = "typer-0.15.3.tar.gz", hash = "sha256:818873625d0569653438316567861899f7e9972f2e6e0c16dab608345ced713c"}, @@ -7965,6 +8267,7 @@ version = "2021.10.8.3" description = "Typing stubs for certifi" optional = true python-versions = "*" +groups = ["main"] files = [ {file = "types-certifi-2021.10.8.3.tar.gz", hash = "sha256:72cf7798d165bc0b76e1c10dd1ea3097c7063c42c21d664523b928e88b554a4f"}, {file = "types_certifi-2021.10.8.3-py3-none-any.whl", hash = "sha256:b2d1e325e69f71f7c78e5943d410e650b4707bb0ef32e4ddf3da37f54176e88a"}, @@ -7976,6 +8279,7 @@ version = "0.10.8.20240310" description = "Typing stubs for toml" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "types-toml-0.10.8.20240310.tar.gz", hash = "sha256:3d41501302972436a6b8b239c850b26689657e25281b48ff0ec06345b8830331"}, {file = "types_toml-0.10.8.20240310-py3-none-any.whl", hash = "sha256:627b47775d25fa29977d9c70dc0cbab3f314f32c8d8d0c012f2ef5de7aaec05d"}, @@ -7987,10 +8291,12 @@ version = "4.15.0" description = "Backported and Experimental Type Hints for Python 3.9+" optional = false python-versions = ">=3.9" +groups = ["main", "dev", "sqlite"] files = [ {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"}, {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"}, ] +markers = {dev = "python_version == \"3.11\""} [[package]] name = "typing-inspect" @@ -7998,6 +8304,7 @@ version = "0.9.0" description = "Runtime inspection utilities for typing module." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"}, {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"}, @@ -8013,6 +8320,7 @@ version = "0.4.1" description = "Runtime typing introspection tools" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"}, {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"}, @@ -8027,6 +8335,7 @@ version = "2025.2" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" +groups = ["main"] files = [ {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"}, {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"}, @@ -8038,6 +8347,7 @@ version = "5.3.1" description = "tzinfo object for the local timezone" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d"}, {file = "tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd"}, @@ -8055,6 +8365,7 @@ version = "4.2.0" description = "Implementation of RFC 6570 URI Templates" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "uritemplate-4.2.0-py3-none-any.whl", hash = "sha256:962201ba1c4edcab02e60f9a0d3821e82dfc5d2d6662a21abd533879bdb8a686"}, {file = "uritemplate-4.2.0.tar.gz", hash = "sha256:480c2ed180878955863323eea31b0ede668795de182617fef9c6ca09e6ec9d0e"}, @@ -8066,13 +8377,14 @@ version = "2.5.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"}, {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"}, ] [package.extras] -brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] +brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -8083,6 +8395,7 @@ version = "0.24.0.post1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "uvicorn-0.24.0.post1-py3-none-any.whl", hash = "sha256:7c84fea70c619d4a710153482c0d230929af7bcf76c7bfa6de151f0a3a80121e"}, {file = "uvicorn-0.24.0.post1.tar.gz", hash = "sha256:09c8e5a79dc466bdf28dead50093957db184de356fcdc48697bad3bde4c2588e"}, @@ -8093,7 +8406,7 @@ click = ">=7.0" h11 = ">=0.8" [package.extras] -standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"] +standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] [[package]] name = "uvloop" @@ -8101,6 +8414,8 @@ version = "0.21.0" description = "Fast implementation of asyncio event loop on top of libuv" optional = true python-versions = ">=3.8.0" +groups = ["main"] +markers = "sys_platform != \"win32\"" files = [ {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"}, {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"}, @@ -8152,6 +8467,7 @@ version = "20.34.0" description = "Virtual Python Environment builder" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "virtualenv-20.34.0-py3-none-any.whl", hash = "sha256:341f5afa7eee943e4984a9207c025feedd768baff6753cd660c857ceb3e36026"}, {file = "virtualenv-20.34.0.tar.gz", hash = "sha256:44815b2c9dee7ed86e387b842a84f20b93f7f417f95886ca1996a72a4138eb1a"}, @@ -8164,7 +8480,7 @@ platformdirs = ">=3.9.1,<5" [package.extras] docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] -test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""] [[package]] name = "watchfiles" @@ -8172,6 +8488,7 @@ version = "1.1.0" description = "Simple, modern and high performance file watching and code reload in python." optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "watchfiles-1.1.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:27f30e14aa1c1e91cb653f03a63445739919aef84c8d2517997a83155e7a2fcc"}, {file = "watchfiles-1.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3366f56c272232860ab45c77c3ca7b74ee819c8e1f6f35a7125556b198bbc6df"}, @@ -8290,6 +8607,7 @@ version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" +groups = ["main", "dev"] files = [ {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, @@ -8301,6 +8619,7 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -8317,6 +8636,7 @@ version = "15.0.1" description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b"}, {file = "websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205"}, @@ -8395,6 +8715,7 @@ version = "3.1.3" description = "The comprehensive WSGI web application library." optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"}, {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"}, @@ -8412,6 +8733,7 @@ version = "1.4.0" description = "Wikipedia API for Python" optional = true python-versions = "*" +groups = ["main"] files = [ {file = "wikipedia-1.4.0.tar.gz", hash = "sha256:db0fad1829fdd441b1852306e9856398204dc0786d2996dd2e0c8bb8e26133b2"}, ] @@ -8426,6 +8748,7 @@ version = "1.17.3" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "wrapt-1.17.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88bbae4d40d5a46142e70d58bf664a89b6b4befaea7b2ecc14e03cedb8e06c04"}, {file = "wrapt-1.17.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6b13af258d6a9ad602d57d889f83b9d5543acd471eee12eb51f5b01f8eb1bc2"}, @@ -8516,6 +8839,7 @@ version = "1.2.0" description = "WebSockets state-machine based protocol implementation" optional = true python-versions = ">=3.7.0" +groups = ["main"] files = [ {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"}, {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"}, @@ -8530,6 +8854,7 @@ version = "3.2.5" description = "A Python module for creating Excel XLSX files." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "xlsxwriter-3.2.5-py3-none-any.whl", hash = "sha256:4f4824234e1eaf9d95df9a8fe974585ff91d0f5e3d3f12ace5b71e443c1c6abd"}, {file = "xlsxwriter-3.2.5.tar.gz", hash = "sha256:7e88469d607cdc920151c0ab3ce9cf1a83992d4b7bc730c5ffdd1a12115a7dbe"}, @@ -8541,6 +8866,7 @@ version = "1.20.1" description = "Yet another URL library" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"}, {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"}, @@ -8659,13 +8985,14 @@ version = "3.23.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] @@ -8678,6 +9005,7 @@ version = "5.1" description = "Very basic event publishing system" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "zope_event-5.1-py3-none-any.whl", hash = "sha256:53de8f0e9f61dc0598141ac591f49b042b6d74784dab49971b9cc91d0f73a7df"}, {file = "zope_event-5.1.tar.gz", hash = "sha256:a153660e0c228124655748e990396b9d8295d6e4f546fa1b34f3319e1c666e7f"}, @@ -8696,6 +9024,7 @@ version = "7.2" description = "Interfaces for Python" optional = true python-versions = ">=3.8" +groups = ["main"] files = [ {file = "zope.interface-7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ce290e62229964715f1011c3dbeab7a4a1e4971fd6f31324c4519464473ef9f2"}, {file = "zope.interface-7.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:05b910a5afe03256b58ab2ba6288960a2892dfeef01336dc4be6f1b9ed02ab0a"}, @@ -8750,6 +9079,7 @@ version = "0.24.0" description = "Zstandard bindings for Python" optional = true python-versions = ">=3.9" +groups = ["main"] files = [ {file = "zstandard-0.24.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:af1394c2c5febc44e0bbf0fc6428263fa928b50d1b1982ce1d870dc793a8e5f4"}, {file = "zstandard-0.24.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5e941654cef13a1d53634ec30933722eda11f44f99e1d0bc62bbce3387580d50"}, @@ -8853,24 +9183,25 @@ files = [ ] [package.extras] -cffi = ["cffi (>=1.17)"] +cffi = ["cffi (>=1.17) ; python_version >= \"3.13\" and platform_python_implementation != \"PyPy\""] [extras] -all = ["autoflake", "black", "docker", "fastapi", "google-cloud-profiler", "granian", "isort", "langchain", "langchain-community", "locust", "pexpect", "pg8000", "pgvector", "pinecone", "pre-commit", "psycopg2", "psycopg2-binary", "pyright", "pytest-asyncio", "pytest-order", "redis", "turbopuffer", "uvicorn", "uvloop", "wikipedia"] +all = ["autoflake", "black", "docker", "fastapi", "google-cloud-profiler", "granian", "isort", "langchain", "langchain-community", "locust", "pexpect", "pg8000", "pgvector", "pinecone", "pre-commit", "psycopg2", "psycopg2-binary", "pyright", "pytest", "pytest-asyncio", "pytest-order", "redis", "turbopuffer", "uvicorn", "uvloop", "wikipedia"] bedrock = ["aioboto3", "boto3"] cloud-tool-sandbox = ["e2b-code-interpreter", "modal"] desktop = ["docker", "fastapi", "langchain", "langchain-community", "locust", "pgvector", "pyright", "sqlite-vec", "uvicorn", "wikipedia"] -dev = ["autoflake", "black", "isort", "locust", "pexpect", "pre-commit", "pyright", "pytest-asyncio", "pytest-order"] +dev = ["autoflake", "black", "isort", "locust", "pexpect", "pre-commit", "pyright", "pytest", "pytest-asyncio", "pytest-order"] experimental = ["google-cloud-profiler", "granian", "uvloop"] external-tools = ["docker", "firecrawl-py", "langchain", "langchain-community", "wikipedia"] google = ["google-genai"] pinecone = ["pinecone"] postgres = ["asyncpg", "pg8000", "pgvector", "psycopg2", "psycopg2-binary"] redis = ["redis"] -server = ["fastapi", "uvicorn"] -tests = ["wikipedia"] +server = ["fastapi", "uvicorn", "websockets"] +sqlite = ["aiosqlite", "sqlite-vec"] +tests = ["pytest-asyncio", "wikipedia"] [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = "<3.14,>=3.11" -content-hash = "db92e7562fa04425478033ae7f63ac7d8741192015ea0d4d970d2f1d47881c76" +content-hash = "59ecff3181f7825710e3c6014f34d4348e2ac5ea43a217cbc06dba0f644eb9bf" diff --git a/pyproject.toml b/pyproject.toml index e13c7ecf..7dd7e8ac 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -90,7 +90,7 @@ letta = "letta.main:app" [tool.poetry] name = "letta" -version = "0.11.4" +version = "0.11.5" packages = [ {include = "letta"}, ]