diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
index ff63f2ac..11db2840 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.md
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -11,20 +11,25 @@ assignees: ''
 A clear and concise description of what the bug is.
 
 **Please describe your setup**
-- [ ] How did you install letta?
-  - `pip install letta`? `pip install letta-nightly`? `git clone`?
+- [ ] How are you running Letta?  
+  - Docker 
+  - pip (legacy) 
+  - From source 
+  - Desktop  
 - [ ] Describe your setup
   - What's your OS (Windows/MacOS/Linux)?
-  - How are you running `letta`? (`cmd.exe`/Powershell/Anaconda Shell/Terminal)
+  - What is your `docker run ...` command (if applicable)
 
 **Screenshots**
 If applicable, add screenshots to help explain your problem.
 
 **Additional context**
 Add any other context about the problem here.
+- What model you are using 
+
+**Agent File (optional)**
+Please attach your `.af` file, as this helps with reproducing issues. 
 
-**Letta Config**
-Please attach your `~/.letta/config` file or copy paste it below.
 
 ---
 
diff --git a/.github/scripts/model-sweep/conftest.py b/.github/scripts/model-sweep/conftest.py
new file mode 100644
index 00000000..db66a444
--- /dev/null
+++ b/.github/scripts/model-sweep/conftest.py
@@ -0,0 +1,286 @@
+import logging
+import os
+import socket
+import threading
+import time
+from datetime import datetime, timezone
+from typing import Generator
+
+import pytest
+import requests
+from anthropic.types.beta.messages import BetaMessageBatch, BetaMessageBatchRequestCounts
+from dotenv import load_dotenv
+from letta_client import AsyncLetta, Letta
+
+from letta.schemas.agent import AgentState
+from letta.schemas.llm_config import LLMConfig
+from letta.services.organization_manager import OrganizationManager
+from letta.services.user_manager import UserManager
+from letta.settings import tool_settings
+
+
+def pytest_configure(config):
+    logging.basicConfig(level=logging.DEBUG)
+
+
+@pytest.fixture
+def disable_e2b_api_key() -> Generator[None, None, None]:
+    """
+    Temporarily disables the E2B API key by setting `tool_settings.e2b_api_key` to None
+    for the duration of the test. Restores the original value afterward.
+    """
+    from letta.settings import tool_settings
+
+    original_api_key = tool_settings.e2b_api_key
+    tool_settings.e2b_api_key = None
+    yield
+    tool_settings.e2b_api_key = original_api_key
+
+
+@pytest.fixture
+def check_e2b_key_is_set():
+    from letta.settings import tool_settings
+
+    original_api_key = tool_settings.e2b_api_key
+    assert original_api_key is not None, "Missing e2b key! Cannot execute these tests."
+    yield
+
+
+@pytest.fixture
+def default_organization():
+    """Fixture to create and return the default organization."""
+    manager = OrganizationManager()
+    org = manager.create_default_organization()
+    yield org
+
+
+@pytest.fixture
+def default_user(default_organization):
+    """Fixture to create and return the default user within the default organization."""
+    manager = UserManager()
+    user = manager.create_default_user(org_id=default_organization.id)
+    yield user
+
+
+@pytest.fixture
+def check_composio_key_set():
+    original_api_key = tool_settings.composio_api_key
+    assert original_api_key is not None, "Missing composio key! Cannot execute this test."
+    yield
+
+
+# --- Tool Fixtures ---
+@pytest.fixture
+def weather_tool_func():
+    def get_weather(location: str) -> str:
+        """
+        Fetches the current weather for a given location.
+
+        Parameters:
+            location (str): The location to get the weather for.
+
+        Returns:
+            str: A formatted string describing the weather in the given location.
+
+        Raises:
+            RuntimeError: If the request to fetch weather data fails.
+        """
+        import requests
+
+        url = f"https://wttr.in/{location}?format=%C+%t"
+
+        response = requests.get(url)
+        if response.status_code == 200:
+            weather_data = response.text
+            return f"The weather in {location} is {weather_data}."
+        else:
+            raise RuntimeError(f"Failed to get weather data, status code: {response.status_code}")
+
+    yield get_weather
+
+
+@pytest.fixture
+def print_tool_func():
+    """Fixture to create a tool with default settings and clean up after the test."""
+
+    def print_tool(message: str):
+        """
+        Args:
+            message (str): The message to print.
+
+        Returns:
+            str: The message that was printed.
+        """
+        print(message)
+        return message
+
+    yield print_tool
+
+
+@pytest.fixture
+def roll_dice_tool_func():
+    def roll_dice():
+        """
+        Rolls a 6 sided die.
+
+        Returns:
+            str: The roll result.
+        """
+        import time
+
+        time.sleep(1)
+        return "Rolled a 10!"
+
+    yield roll_dice
+
+
+@pytest.fixture
+def dummy_beta_message_batch() -> BetaMessageBatch:
+    return BetaMessageBatch(
+        id="msgbatch_013Zva2CMHLNnXjNJJKqJ2EF",
+        archived_at=datetime(2024, 8, 20, 18, 37, 24, 100435, tzinfo=timezone.utc),
+        cancel_initiated_at=datetime(2024, 8, 20, 18, 37, 24, 100435, tzinfo=timezone.utc),
+        created_at=datetime(2024, 8, 20, 18, 37, 24, 100435, tzinfo=timezone.utc),
+        ended_at=datetime(2024, 8, 20, 18, 37, 24, 100435, tzinfo=timezone.utc),
+        expires_at=datetime(2024, 8, 20, 18, 37, 24, 100435, tzinfo=timezone.utc),
+        processing_status="in_progress",
+        request_counts=BetaMessageBatchRequestCounts(
+            canceled=10,
+            errored=30,
+            expired=10,
+            processing=100,
+            succeeded=50,
+        ),
+        results_url="https://api.anthropic.com/v1/messages/batches/msgbatch_013Zva2CMHLNnXjNJJKqJ2EF/results",
+        type="message_batch",
+    )
+
+
+# --- Model Sweep ---
+# Global flag to track server state
+_server_started = False
+_server_url = None
+
+
+def _start_server_once() -> str:
+    """Start server exactly once, return URL"""
+    global _server_started, _server_url
+
+    if _server_started and _server_url:
+        return _server_url
+
+    url = os.getenv("LETTA_SERVER_URL", "http://localhost:8283")
+
+    # Check if already running
+    with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+        if s.connect_ex(("localhost", 8283)) == 0:
+            _server_started = True
+            _server_url = url
+            return url
+
+    # Start server (your existing logic)
+    if not os.getenv("LETTA_SERVER_URL"):
+
+        def _run_server():
+            load_dotenv()
+            from letta.server.rest_api.app import start_server
+
+            start_server(debug=True)
+
+        thread = threading.Thread(target=_run_server, daemon=True)
+        thread.start()
+
+        # Poll until up
+        timeout_seconds = 30
+        deadline = time.time() + timeout_seconds
+        while time.time() < deadline:
+            try:
+                resp = requests.get(url + "/v1/health")
+                if resp.status_code < 500:
+                    break
+            except requests.exceptions.RequestException:
+                pass
+            time.sleep(0.1)
+        else:
+            raise RuntimeError(f"Could not reach {url} within {timeout_seconds}s")
+
+    _server_started = True
+    _server_url = url
+    return url
+
+
+# ------------------------------
+# Fixtures
+# ------------------------------
+
+
+@pytest.fixture(scope="module")
+def server_url() -> str:
+    """Return URL of already-started server"""
+    return _start_server_once()
+
+
+@pytest.fixture(scope="module")
+def client(server_url: str) -> Letta:
+    """
+    Creates and returns a synchronous Letta REST client for testing.
+    """
+    client_instance = Letta(base_url=server_url)
+    yield client_instance
+
+
+@pytest.fixture(scope="function")
+def async_client(server_url: str) -> AsyncLetta:
+    """
+    Creates and returns an asynchronous Letta REST client for testing.
+    """
+    async_client_instance = AsyncLetta(base_url=server_url)
+    yield async_client_instance
+
+
+@pytest.fixture(scope="module")
+def agent_state(client: Letta) -> AgentState:
+    """
+    Creates and returns an agent state for testing with a pre-configured agent.
+    The agent is named 'supervisor' and is configured with base tools and the roll_dice tool.
+    """
+    client.tools.upsert_base_tools()
+
+    send_message_tool = client.tools.list(name="send_message")[0]
+    agent_state_instance = client.agents.create(
+        name="supervisor",
+        include_base_tools=False,
+        tool_ids=[send_message_tool.id],
+        model="openai/gpt-4o",
+        embedding="letta/letta-free",
+        tags=["supervisor"],
+    )
+    yield agent_state_instance
+
+    client.agents.delete(agent_state_instance.id)
+
+
+@pytest.fixture(scope="module")
+def all_available_llm_configs(client: Letta) -> [LLMConfig]:
+    """
+    Returns a list of all available LLM configs.
+    """
+    llm_configs = client.models.list()
+    return llm_configs
+
+
+# create a client to the started server started at
+def get_available_llm_configs() -> [LLMConfig]:
+    """Get configs, starting server if needed"""
+    server_url = _start_server_once()
+    temp_client = Letta(base_url=server_url)
+    return temp_client.models.list()
+
+
+# dynamically insert llm_config paramter at collection time
+def pytest_generate_tests(metafunc):
+    """Dynamically parametrize tests that need llm_config."""
+    if "llm_config" in metafunc.fixturenames:
+        configs = get_available_llm_configs()
+        if configs:
+            metafunc.parametrize("llm_config", configs, ids=[c.model for c in configs])
diff --git a/.github/scripts/model-sweep/feature_mappings.json b/.github/scripts/model-sweep/feature_mappings.json
new file mode 100644
index 00000000..6d05de36
--- /dev/null
+++ b/.github/scripts/model-sweep/feature_mappings.json
@@ -0,0 +1,24 @@
+{
+  "Basic": [
+    "test_greeting_with_assistant_message",
+    "test_greeting_without_assistant_message",
+    "test_async_greeting_with_assistant_message",
+    "test_agent_loop_error",
+    "test_step_stream_agent_loop_error",
+    "test_step_streaming_greeting_with_assistant_message",
+    "test_step_streaming_greeting_without_assistant_message",
+    "test_step_streaming_tool_call",
+    "test_tool_call",
+    "test_auto_summarize"
+  ],
+  "Token Streaming": [
+    "test_token_streaming_greeting_with_assistant_message",
+    "test_token_streaming_greeting_without_assistant_message",
+    "test_token_streaming_agent_loop_error",
+    "test_token_streaming_tool_call"
+  ],
+  "Multimodal": [
+    "test_base64_image_input",
+    "test_url_image_input"
+  ]
+}
diff --git a/.github/scripts/model-sweep/generate_model_sweep_markdown.py b/.github/scripts/model-sweep/generate_model_sweep_markdown.py
new file mode 100644
index 00000000..38552a8c
--- /dev/null
+++ b/.github/scripts/model-sweep/generate_model_sweep_markdown.py
@@ -0,0 +1,495 @@
+#!/usr/bin/env python3
+import json
+import os
+import sys
+from collections import defaultdict
+from datetime import datetime
+
+
+def load_feature_mappings(config_file=None):
+    """Load feature mappings from config file."""
+    if config_file is None:
+        # Default to feature_mappings.json in the same directory as this script
+        script_dir = os.path.dirname(os.path.abspath(__file__))
+        config_file = os.path.join(script_dir, "feature_mappings.json")
+
+    try:
+        with open(config_file, "r") as f:
+            return json.load(f)
+    except FileNotFoundError:
+        print(f"Error: Could not find feature mappings config file '{config_file}'")
+        sys.exit(1)
+    except json.JSONDecodeError:
+        print(f"Error: Invalid JSON in feature mappings config file '{config_file}'")
+        sys.exit(1)
+
+
+def get_support_status(passed_tests, feature_tests):
+    """Determine support status for a feature category."""
+    if not feature_tests:
+        return "❓"  # Unknown - no tests for this feature
+
+    # Filter out error tests when checking for support
+    non_error_tests = [test for test in feature_tests if not test.endswith("_error")]
+    error_tests = [test for test in feature_tests if test.endswith("_error")]
+
+    # Check which non-error tests passed
+    passed_non_error_tests = [test for test in non_error_tests if test in passed_tests]
+
+    # If there are no non-error tests, only error tests, treat as unknown
+    if not non_error_tests:
+        return "❓"  # Only error tests available
+
+    # Support is based only on non-error tests
+    if len(passed_non_error_tests) == len(non_error_tests):
+        return "✅"  # Full support
+    elif len(passed_non_error_tests) == 0:
+        return "❌"  # No support
+    else:
+        return "⚠️"  # Partial support
+
+
+def categorize_tests(all_test_names, feature_mapping):
+    """Categorize test names into feature buckets."""
+    categorized = {feature: [] for feature in feature_mapping.keys()}
+
+    for test_name in all_test_names:
+        for feature, test_patterns in feature_mapping.items():
+            if test_name in test_patterns:
+                categorized[feature].append(test_name)
+                break
+
+    return categorized
+
+
+def calculate_support_score(feature_support, feature_order):
+    """Calculate a numeric support score for ranking models.
+
+    For partial support, the score is weighted by the position of the feature
+    in the feature_order list (earlier features get higher weight).
+    """
+    score = 0
+    max_features = len(feature_order)
+
+    for feature, status in feature_support.items():
+        # Get position weight (earlier features get higher weight)
+        if feature in feature_order:
+            position_weight = (max_features - feature_order.index(feature)) / max_features
+        else:
+            position_weight = 0.5  # Default weight for unmapped features
+
+        if status == "✅":  # Full support
+            score += 10 * position_weight
+        elif status == "⚠️":  # Partial support - weighted by column position
+            score += 5 * position_weight
+        elif status == "❌":  # No support
+            score += 1 * position_weight
+        # Unknown (❓) gets 0 points
+    return score
+
+
+def calculate_provider_support_score(models_data, feature_order):
+    """Calculate a provider-level support score based on all models' support scores."""
+    if not models_data:
+        return 0
+
+    # Calculate the average support score across all models in the provider
+    total_score = sum(model["support_score"] for model in models_data)
+    return total_score / len(models_data)
+
+
+def get_test_function_line_numbers(test_file_path):
+    """Extract line numbers for test functions from the test file."""
+    test_line_numbers = {}
+
+    try:
+        with open(test_file_path, "r") as f:
+            lines = f.readlines()
+
+        for i, line in enumerate(lines, 1):
+            if "def test_" in line and line.strip().startswith("def test_"):
+                # Extract function name
+                func_name = line.strip().split("def ")[1].split("(")[0]
+                test_line_numbers[func_name] = i
+    except FileNotFoundError:
+        print(f"Warning: Could not find test file at {test_file_path}")
+
+    return test_line_numbers
+
+
+def get_github_repo_info():
+    """Get GitHub repository information from git remote."""
+    try:
+        # Try to get the GitHub repo URL from git remote
+        import subprocess
+
+        result = subprocess.run(["git", "remote", "get-url", "origin"], capture_output=True, text=True, cwd=os.path.dirname(__file__))
+        if result.returncode == 0:
+            remote_url = result.stdout.strip()
+            # Parse GitHub URL
+            if "github.com" in remote_url:
+                if remote_url.startswith("https://"):
+                    # https://github.com/user/repo.git -> user/repo
+                    repo_path = remote_url.replace("https://github.com/", "").replace(".git", "")
+                elif remote_url.startswith("git@"):
+                    # git@github.com:user/repo.git -> user/repo
+                    repo_path = remote_url.split(":")[1].replace(".git", "")
+                else:
+                    return None
+                return repo_path
+    except:
+        pass
+
+    # Default fallback
+    return "letta-ai/letta"
+
+
+def generate_test_details(model_info, feature_mapping):
+    """Generate detailed test results for a model."""
+    details = []
+
+    # Get test function line numbers
+    script_dir = os.path.dirname(os.path.abspath(__file__))
+    test_file_path = os.path.join(script_dir, "model_sweep.py")
+    test_line_numbers = get_test_function_line_numbers(test_file_path)
+
+    # Use the main branch GitHub URL
+    base_github_url = "https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py"
+
+    for feature, tests in model_info["categorized_tests"].items():
+        if not tests:
+            continue
+
+        details.append(f"### {feature}")
+        details.append("")
+
+        for test in sorted(tests):
+            if test in model_info["passed_tests"]:
+                status = "✅"
+            elif test in model_info["failed_tests"]:
+                status = "❌"
+            else:
+                status = "❓"
+
+            # Create GitHub link if we have line number info
+            if test in test_line_numbers:
+                line_num = test_line_numbers[test]
+                github_link = f"{base_github_url}#L{line_num}"
+                details.append(f"- {status} [`{test}`]({github_link})")
+            else:
+                details.append(f"- {status} `{test}`")
+        details.append("")
+
+    return details
+
+
+def calculate_column_widths(all_provider_data, feature_mapping):
+    """Calculate the maximum width needed for each column across all providers."""
+    widths = {"model": len("Model"), "context_window": len("Context Window"), "last_scanned": len("Last Scanned")}
+
+    # Feature column widths
+    for feature in feature_mapping.keys():
+        widths[feature] = len(feature)
+
+    # Check all model data for maximum widths
+    for provider_data in all_provider_data.values():
+        for model_info in provider_data:
+            # Model name width (including backticks)
+            model_width = len(f"`{model_info['name']}`")
+            widths["model"] = max(widths["model"], model_width)
+
+            # Context window width (with commas)
+            context_width = len(f"{model_info['context_window']:,}")
+            widths["context_window"] = max(widths["context_window"], context_width)
+
+            # Last scanned width
+            widths["last_scanned"] = max(widths["last_scanned"], len(str(model_info["last_scanned"])))
+
+            # Feature support symbols are always 2 chars, so no need to check
+
+    return widths
+
+
+def process_model_sweep_report(input_file, output_file, config_file=None, debug=False):
+    """Convert model sweep JSON data to MDX report."""
+
+    # Load feature mappings from config file
+    feature_mapping = load_feature_mappings(config_file)
+
+    # if debug:
+    #     print("DEBUG: Feature mappings loaded:")
+    #     for feature, tests in feature_mapping.items():
+    #         print(f"  {feature}: {tests}")
+    #     print()
+
+    # Read the JSON data
+    with open(input_file, "r") as f:
+        data = json.load(f)
+
+    tests = data.get("tests", [])
+
+    # if debug:
+    #     print("DEBUG: Tests loaded:")
+    #     print([test['outcome'] for test in tests if 'haiku' in test['nodeid']])
+
+    # Calculate summary statistics
+    providers = set(test["metadata"]["llm_config"]["provider_name"] for test in tests)
+    models = set(test["metadata"]["llm_config"]["model"] for test in tests)
+    total_tests = len(tests)
+
+    # Start building the MDX
+    mdx_lines = [
+        "---",
+        "title: Support Models",
+        f"generated: {datetime.now().isoformat()}",
+        "---",
+        "",
+        "# Supported Models",
+        "",
+        "## Overview",
+        "",
+        "Letta routinely runs automated scans against available providers and models. These are the results of the latest scan.",
+        "",
+        f"Ran {total_tests} tests against {len(models)} models across {len(providers)} providers on {datetime.now().strftime('%B %dth, %Y')}",
+        "",
+        "",
+    ]
+
+    # Group tests by provider
+    provider_groups = defaultdict(list)
+    for test in tests:
+        provider_name = test["metadata"]["llm_config"]["provider_name"]
+        provider_groups[provider_name].append(test)
+
+    # Process all providers first to collect model data
+    all_provider_data = {}
+    provider_support_scores = {}
+
+    for provider_name in provider_groups.keys():
+        provider_tests = provider_groups[provider_name]
+
+        # Group tests by model within this provider
+        model_groups = defaultdict(list)
+        for test in provider_tests:
+            model_name = test["metadata"]["llm_config"]["model"]
+            model_groups[model_name].append(test)
+
+        # Process all models to calculate support scores for ranking
+        model_data = []
+        for model_name in model_groups.keys():
+            model_tests = model_groups[model_name]
+
+            # if debug:
+            #     print(f"DEBUG: Processing model '{model_name}' in provider '{provider_name}'")
+
+            # Extract unique test names for passed and failed tests
+            passed_tests = set()
+            failed_tests = set()
+            all_test_names = set()
+
+            for test in model_tests:
+                # Extract test name from nodeid (split on :: and [)
+                test_name = test["nodeid"].split("::")[1].split("[")[0]
+                all_test_names.add(test_name)
+
+                # if debug:
+                #     print(f"  Test name: {test_name}")
+                #     print(f"  Outcome: {test}")
+                if test["outcome"] == "passed":
+                    passed_tests.add(test_name)
+                elif test["outcome"] == "failed":
+                    failed_tests.add(test_name)
+
+            # if debug:
+            #     print(f"  All test names found: {sorted(all_test_names)}")
+            #     print(f"  Passed tests: {sorted(passed_tests)}")
+            #     print(f"  Failed tests: {sorted(failed_tests)}")
+
+            # Categorize tests into features
+            categorized_tests = categorize_tests(all_test_names, feature_mapping)
+
+            # if debug:
+            #     print(f"  Categorized tests:")
+            #     for feature, tests in categorized_tests.items():
+            #         print(f"    {feature}: {tests}")
+
+            # Determine support status for each feature
+            feature_support = {}
+            for feature_name in feature_mapping.keys():
+                feature_support[feature_name] = get_support_status(passed_tests, categorized_tests[feature_name])
+
+            # if debug:
+            #     print(f"  Feature support:")
+            #     for feature, status in feature_support.items():
+            #         print(f"    {feature}: {status}")
+            #     print()
+
+            # Get context window and last scanned time
+            context_window = model_tests[0]["metadata"]["llm_config"]["context_window"]
+
+            # Try to get time_last_scanned from metadata, fallback to current time
+            try:
+                last_scanned = model_tests[0]["metadata"].get(
+                    "time_last_scanned", model_tests[0]["metadata"].get("timestamp", datetime.now().isoformat())
+                )
+                # Format timestamp if it's a full ISO string
+                if "T" in str(last_scanned):
+                    last_scanned = str(last_scanned).split("T")[0]  # Just the date part
+            except:
+                last_scanned = "Unknown"
+
+            # Calculate support score for ranking
+            feature_order = list(feature_mapping.keys())
+            support_score = calculate_support_score(feature_support, feature_order)
+
+            # Store model data for sorting
+            model_data.append(
+                {
+                    "name": model_name,
+                    "feature_support": feature_support,
+                    "context_window": context_window,
+                    "last_scanned": last_scanned,
+                    "support_score": support_score,
+                    "failed_tests": failed_tests,
+                    "passed_tests": passed_tests,
+                    "categorized_tests": categorized_tests,
+                }
+            )
+
+        # Sort models by support score (descending) then by name (ascending)
+        model_data.sort(key=lambda x: (-x["support_score"], x["name"]))
+
+        # Store provider data
+        all_provider_data[provider_name] = model_data
+        provider_support_scores[provider_name] = calculate_provider_support_score(model_data, list(feature_mapping.keys()))
+
+    # Calculate column widths for consistent formatting (add details column)
+    column_widths = calculate_column_widths(all_provider_data, feature_mapping)
+    column_widths["details"] = len("Details")
+
+    # Sort providers by support score (descending) then by name (ascending)
+    sorted_providers = sorted(provider_support_scores.keys(), key=lambda x: (-provider_support_scores[x], x))
+
+    # Generate tables for all providers first
+    for provider_name in sorted_providers:
+        model_data = all_provider_data[provider_name]
+        support_score = provider_support_scores[provider_name]
+
+        # Create dynamic headers with proper padding and centering
+        feature_names = list(feature_mapping.keys())
+
+        # Build header row with left-aligned first column, centered others
+        header_parts = [f"{'Model':<{column_widths['model']}}"]
+        for feature in feature_names:
+            header_parts.append(f"{feature:^{column_widths[feature]}}")
+        header_parts.extend(
+            [
+                f"{'Context Window':^{column_widths['context_window']}}",
+                f"{'Last Scanned':^{column_widths['last_scanned']}}",
+                f"{'Details':^{column_widths['details']}}",
+            ]
+        )
+        header_row = "| " + " | ".join(header_parts) + " |"
+
+        # Build separator row with left-aligned first column, centered others
+        separator_parts = [f"{'-' * column_widths['model']}"]
+        for feature in feature_names:
+            separator_parts.append(f":{'-' * (column_widths[feature] - 2)}:")
+        separator_parts.extend(
+            [
+                f":{'-' * (column_widths['context_window'] - 2)}:",
+                f":{'-' * (column_widths['last_scanned'] - 2)}:",
+                f":{'-' * (column_widths['details'] - 2)}:",
+            ]
+        )
+        separator_row = "|" + "|".join(separator_parts) + "|"
+
+        # Add provider section without percentage
+        mdx_lines.extend([f"## {provider_name}", "", header_row, separator_row])
+
+        # Generate table rows for sorted models with proper padding
+        for model_info in model_data:
+            # Create anchor for model details
+            model_anchor = model_info["name"].replace("/", "_").replace(":", "_").replace("-", "_").lower()
+            details_anchor = f"{provider_name.lower().replace(' ', '_')}_{model_anchor}_details"
+
+            # Build row with left-aligned first column, centered others
+            row_parts = [f"`{model_info['name']}`".ljust(column_widths["model"])]
+            for feature in feature_names:
+                row_parts.append(f"{model_info['feature_support'][feature]:^{column_widths[feature]}}")
+            row_parts.extend(
+                [
+                    f"{model_info['context_window']:,}".center(column_widths["context_window"]),
+                    f"{model_info['last_scanned']}".center(column_widths["last_scanned"]),
+                    f"[View](#{details_anchor})".center(column_widths["details"]),
+                ]
+            )
+            row = "| " + " | ".join(row_parts) + " |"
+            mdx_lines.append(row)
+
+        # Add spacing between provider tables
+        mdx_lines.extend(["", ""])
+
+    # Add detailed test results section after all tables
+    mdx_lines.extend(["---", "", "# Detailed Test Results", ""])
+
+    for provider_name in sorted_providers:
+        model_data = all_provider_data[provider_name]
+        mdx_lines.extend([f"## {provider_name}", ""])
+
+        for model_info in model_data:
+            model_anchor = model_info["name"].replace("/", "_").replace(":", "_").replace("-", "_").lower()
+            details_anchor = f"{provider_name.lower().replace(' ', '_')}_{model_anchor}_details"
+            mdx_lines.append(f'<a id="{details_anchor}"></a>')
+            mdx_lines.append(f"### {model_info['name']}")
+            mdx_lines.append("")
+
+            # Add test details
+            test_details = generate_test_details(model_info, feature_mapping)
+            mdx_lines.extend(test_details)
+
+        # Add spacing between providers in details section
+        mdx_lines.extend(["", ""])
+
+    # Write the MDX file
+    with open(output_file, "w") as f:
+        f.write("\n".join(mdx_lines))
+
+    print(f"Model sweep report saved to {output_file}")
+
+
+def main():
+    input_file = "model_sweep_report.json"
+    output_file = "model_sweep_report.mdx"
+    config_file = None
+    debug = False
+
+    # Allow command line arguments
+    if len(sys.argv) > 1:
+        # Use the file located in the same directory as this script
+        script_dir = os.path.dirname(os.path.abspath(__file__))
+        input_file = os.path.join(script_dir, sys.argv[1])
+    if len(sys.argv) > 2:
+        # Use the file located in the same directory as this script
+        script_dir = os.path.dirname(os.path.abspath(__file__))
+        output_file = os.path.join(script_dir, sys.argv[2])
+    if len(sys.argv) > 3:
+        config_file = sys.argv[3]
+    if len(sys.argv) > 4 and sys.argv[4] == "--debug":
+        debug = True
+
+    try:
+        process_model_sweep_report(input_file, output_file, config_file, debug)
+    except FileNotFoundError:
+        print(f"Error: Could not find input file '{input_file}'")
+        sys.exit(1)
+    except json.JSONDecodeError:
+        print(f"Error: Invalid JSON in file '{input_file}'")
+        sys.exit(1)
+    except Exception as e:
+        print(f"Error: {e}")
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/.github/scripts/model-sweep/model_sweep.py b/.github/scripts/model-sweep/model_sweep.py
new file mode 100644
index 00000000..c92b9364
--- /dev/null
+++ b/.github/scripts/model-sweep/model_sweep.py
@@ -0,0 +1,786 @@
+import base64
+import json
+import os
+import socket
+import threading
+import time
+import uuid
+from typing import Any, Dict, List
+
+import httpx
+import pytest
+import requests
+from dotenv import load_dotenv
+from letta_client import Letta, MessageCreate, Run
+from letta_client.core.api_error import ApiError
+from letta_client.types import (
+    AssistantMessage,
+    Base64Image,
+    ImageContent,
+    LettaUsageStatistics,
+    ReasoningMessage,
+    TextContent,
+    ToolCallMessage,
+    ToolReturnMessage,
+    UrlImage,
+    UserMessage,
+)
+
+from letta.schemas.agent import AgentState
+from letta.schemas.llm_config import LLMConfig
+
+# ------------------------------
+# Helper Functions and Constants
+# ------------------------------
+
+
+def get_llm_config(filename: str, llm_config_dir: str = "tests/configs/llm_model_configs") -> LLMConfig:
+    filename = os.path.join(llm_config_dir, filename)
+    config_data = json.load(open(filename, "r"))
+    llm_config = LLMConfig(**config_data)
+    return llm_config
+
+
+def roll_dice(num_sides: int) -> int:
+    """
+    Returns a random number between 1 and num_sides.
+    Args:
+        num_sides (int): The number of sides on the die.
+    Returns:
+        int: A random integer between 1 and num_sides, representing the die roll.
+    """
+    import random
+
+    return random.randint(1, num_sides)
+
+
+USER_MESSAGE_OTID = str(uuid.uuid4())
+USER_MESSAGE_RESPONSE: str = "Teamwork makes the dream work"
+USER_MESSAGE_FORCE_REPLY: List[MessageCreate] = [
+    MessageCreate(
+        role="user",
+        content=f"This is an automated test message. Call the send_message tool with the message '{USER_MESSAGE_RESPONSE}'.",
+        otid=USER_MESSAGE_OTID,
+    )
+]
+USER_MESSAGE_ROLL_DICE: List[MessageCreate] = [
+    MessageCreate(
+        role="user",
+        content="This is an automated test message. Call the roll_dice tool with 16 sides and tell me the outcome.",
+        otid=USER_MESSAGE_OTID,
+    )
+]
+URL_IMAGE = "https://upload.wikimedia.org/wikipedia/commons/a/a7/Camponotus_flavomarginatus_ant.jpg"
+USER_MESSAGE_URL_IMAGE: List[MessageCreate] = [
+    MessageCreate(
+        role="user",
+        content=[
+            ImageContent(source=UrlImage(url=URL_IMAGE)),
+            TextContent(text="What is in this image?"),
+        ],
+        otid=USER_MESSAGE_OTID,
+    )
+]
+BASE64_IMAGE = base64.standard_b64encode(httpx.get(URL_IMAGE).content).decode("utf-8")
+USER_MESSAGE_BASE64_IMAGE: List[MessageCreate] = [
+    MessageCreate(
+        role="user",
+        content=[
+            ImageContent(source=Base64Image(data=BASE64_IMAGE, media_type="image/jpeg")),
+            TextContent(text="What is in this image?"),
+        ],
+        otid=USER_MESSAGE_OTID,
+    )
+]
+all_configs = [
+    "openai-gpt-4o-mini.json",
+    # "azure-gpt-4o-mini.json", # TODO: Re-enable on new agent loop
+    "claude-3-5-sonnet.json",
+    "claude-3-7-sonnet.json",
+    "claude-3-7-sonnet-extended.json",
+    "gemini-1.5-pro.json",
+    "gemini-2.5-flash-vertex.json",
+    "gemini-2.5-pro-vertex.json",
+    "together-qwen-2.5-72b-instruct.json",
+    "ollama.json",
+]
+requested = os.getenv("LLM_CONFIG_FILE")
+filenames = [requested] if requested else all_configs
+TESTED_LLM_CONFIGS: List[LLMConfig] = [get_llm_config(fn) for fn in filenames]
+
+
+def assert_greeting_with_assistant_message_response(
+    messages: List[Any],
+    streaming: bool = False,
+    token_streaming: bool = False,
+    from_db: bool = False,
+) -> None:
+    """
+    Asserts that the messages list follows the expected sequence:
+    ReasoningMessage -> AssistantMessage.
+    """
+    expected_message_count = 3 if streaming or from_db else 2
+    assert len(messages) == expected_message_count
+
+    index = 0
+    if from_db:
+        assert isinstance(messages[index], UserMessage)
+        assert messages[index].otid == USER_MESSAGE_OTID
+        index += 1
+
+    # Agent Step 1
+    assert isinstance(messages[index], ReasoningMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "0"
+    index += 1
+
+    assert isinstance(messages[index], AssistantMessage)
+    if not token_streaming:
+        assert USER_MESSAGE_RESPONSE in messages[index].content
+    assert messages[index].otid and messages[index].otid[-1] == "1"
+    index += 1
+
+    if streaming:
+        assert isinstance(messages[index], LettaUsageStatistics)
+        assert messages[index].prompt_tokens > 0
+        assert messages[index].completion_tokens > 0
+        assert messages[index].total_tokens > 0
+        assert messages[index].step_count > 0
+
+
+def assert_greeting_without_assistant_message_response(
+    messages: List[Any],
+    streaming: bool = False,
+    token_streaming: bool = False,
+    from_db: bool = False,
+) -> None:
+    """
+    Asserts that the messages list follows the expected sequence:
+    ReasoningMessage -> ToolCallMessage -> ToolReturnMessage.
+    """
+    expected_message_count = 4 if streaming or from_db else 3
+    assert len(messages) == expected_message_count
+
+    index = 0
+    if from_db:
+        assert isinstance(messages[index], UserMessage)
+        assert messages[index].otid == USER_MESSAGE_OTID
+        index += 1
+
+    # Agent Step 1
+    assert isinstance(messages[index], ReasoningMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "0"
+    index += 1
+
+    assert isinstance(messages[index], ToolCallMessage)
+    assert messages[index].tool_call.name == "send_message"
+    if not token_streaming:
+        assert USER_MESSAGE_RESPONSE in messages[index].tool_call.arguments
+    assert messages[index].otid and messages[index].otid[-1] == "1"
+    index += 1
+
+    # Agent Step 2
+    assert isinstance(messages[index], ToolReturnMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "0"
+    index += 1
+
+    if streaming:
+        assert isinstance(messages[index], LettaUsageStatistics)
+
+
+def assert_tool_call_response(
+    messages: List[Any],
+    streaming: bool = False,
+    from_db: bool = False,
+) -> None:
+    """
+    Asserts that the messages list follows the expected sequence:
+    ReasoningMessage -> ToolCallMessage -> ToolReturnMessage ->
+    ReasoningMessage -> AssistantMessage.
+    """
+    expected_message_count = 6 if streaming else 7 if from_db else 5
+    assert len(messages) == expected_message_count
+
+    index = 0
+    if from_db:
+        assert isinstance(messages[index], UserMessage)
+        assert messages[index].otid == USER_MESSAGE_OTID
+        index += 1
+
+    # Agent Step 1
+    assert isinstance(messages[index], ReasoningMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "0"
+    index += 1
+
+    assert isinstance(messages[index], ToolCallMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "1"
+    index += 1
+
+    # Agent Step 2
+    assert isinstance(messages[index], ToolReturnMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "0"
+    index += 1
+
+    # Hidden User Message
+    if from_db:
+        assert isinstance(messages[index], UserMessage)
+        assert "request_heartbeat=true" in messages[index].content
+        index += 1
+
+    # Agent Step 3
+    assert isinstance(messages[index], ReasoningMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "0"
+    index += 1
+
+    assert isinstance(messages[index], AssistantMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "1"
+    index += 1
+
+    if streaming:
+        assert isinstance(messages[index], LettaUsageStatistics)
+
+
+def assert_image_input_response(
+    messages: List[Any],
+    streaming: bool = False,
+    token_streaming: bool = False,
+    from_db: bool = False,
+) -> None:
+    """
+    Asserts that the messages list follows the expected sequence:
+    ReasoningMessage -> AssistantMessage.
+    """
+    expected_message_count = 3 if streaming or from_db else 2
+    assert len(messages) == expected_message_count
+
+    index = 0
+    if from_db:
+        assert isinstance(messages[index], UserMessage)
+        assert messages[index].otid == USER_MESSAGE_OTID
+        index += 1
+
+    # Agent Step 1
+    assert isinstance(messages[index], ReasoningMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "0"
+    index += 1
+
+    assert isinstance(messages[index], AssistantMessage)
+    assert messages[index].otid and messages[index].otid[-1] == "1"
+    index += 1
+
+    if streaming:
+        assert isinstance(messages[index], LettaUsageStatistics)
+        assert messages[index].prompt_tokens > 0
+        assert messages[index].completion_tokens > 0
+        assert messages[index].total_tokens > 0
+        assert messages[index].step_count > 0
+
+
+def accumulate_chunks(chunks: List[Any]) -> List[Any]:
+    """
+    Accumulates chunks into a list of messages.
+    """
+    messages = []
+    current_message = None
+    prev_message_type = None
+    for chunk in chunks:
+        current_message_type = chunk.message_type
+        if prev_message_type != current_message_type:
+            messages.append(current_message)
+            current_message = None
+        if current_message is None:
+            current_message = chunk
+        else:
+            pass  # TODO: actually accumulate the chunks. For now we only care about the count
+        prev_message_type = current_message_type
+    messages.append(current_message)
+    return [m for m in messages if m is not None]
+
+
+def wait_for_run_completion(client: Letta, run_id: str, timeout: float = 30.0, interval: float = 0.5) -> Run:
+    start = time.time()
+    while True:
+        run = client.runs.retrieve(run_id)
+        if run.status == "completed":
+            return run
+        if run.status == "failed":
+            raise RuntimeError(f"Run {run_id} did not complete: status = {run.status}")
+        if time.time() - start > timeout:
+            raise TimeoutError(f"Run {run_id} did not complete within {timeout} seconds (last status: {run.status})")
+        time.sleep(interval)
+
+
+def assert_tool_response_dict_messages(messages: List[Dict[str, Any]]) -> None:
+    """
+    Asserts that a list of message dictionaries contains the expected types and statuses.
+
+    Expected order:
+        1. reasoning_message
+        2. tool_call_message
+        3. tool_return_message (with status 'success')
+        4. reasoning_message
+        5. assistant_message
+    """
+    assert isinstance(messages, list)
+    assert messages[0]["message_type"] == "reasoning_message"
+    assert messages[1]["message_type"] == "assistant_message"
+
+
+# ------------------------------
+# Test Cases
+# ------------------------------
+
+# def test_that_ci_workflow_works(
+#     disable_e2b_api_key: Any,
+#     client: Letta,
+#     agent_state: AgentState,
+#     llm_config: LLMConfig,
+#     json_metadata: pytest.FixtureRequest,
+# ) -> None:
+#     """
+#     Tests that the CI workflow works.
+#     """
+#     json_metadata["test_type"] = "debug"
+
+
+def test_greeting_with_assistant_message(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    agent_state: AgentState,
+    llm_config: LLMConfig,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message with a synchronous client.
+    Verifies that the response messages follow the expected order.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    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)
+    response = client.agents.messages.create(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_FORCE_REPLY,
+    )
+    assert_greeting_with_assistant_message_response(response.messages)
+    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)
+
+
+def test_greeting_without_assistant_message(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message with a synchronous client.
+    Verifies that the response messages follow the expected order.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    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)
+    response = client.agents.messages.create(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_FORCE_REPLY,
+        use_assistant_message=False,
+    )
+    assert_greeting_without_assistant_message_response(response.messages)
+    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)
+
+
+def test_tool_call(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message with a synchronous client.
+    Verifies that the response messages follow the expected order.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    dice_tool = client.tools.upsert_from_function(func=roll_dice)
+    client.agents.tools.attach(agent_id=agent_state.id, tool_id=dice_tool.id)
+    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)
+    response = client.agents.messages.create(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_ROLL_DICE,
+    )
+    assert_tool_call_response(response.messages)
+    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)
+
+
+def test_url_image_input(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message with a synchronous client.
+    Verifies that the response messages follow the expected order.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    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)
+    response = client.agents.messages.create(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_URL_IMAGE,
+    )
+    assert_image_input_response(response.messages)
+    messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id)
+    assert_image_input_response(messages_from_db, from_db=True)
+
+
+def test_base64_image_input(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message with a synchronous client.
+    Verifies that the response messages follow the expected order.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    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)
+    response = client.agents.messages.create(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_BASE64_IMAGE,
+    )
+    assert_image_input_response(response.messages)
+    messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id)
+    assert_image_input_response(messages_from_db, from_db=True)
+
+
+def test_agent_loop_error(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message with a synchronous client.
+    Verifies that no new messages are persisted on error.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    last_message = client.agents.messages.list(agent_id=agent_state.id, limit=1)
+    tools = agent_state.tools
+    agent_state = client.agents.modify(agent_id=agent_state.id, llm_config=llm_config, tool_ids=[])
+    with pytest.raises(ApiError):
+        client.agents.messages.create(
+            agent_id=agent_state.id,
+            messages=USER_MESSAGE_FORCE_REPLY,
+        )
+    messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id)
+    assert len(messages_from_db) == 0
+    client.agents.modify(agent_id=agent_state.id, tool_ids=[t.id for t in tools])
+
+
+def test_step_streaming_greeting_with_assistant_message(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a streaming message with a synchronous client.
+    Checks that each chunk in the stream has the correct message types.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    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)
+    response = client.agents.messages.create_stream(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_FORCE_REPLY,
+    )
+    chunks = list(response)
+    messages = accumulate_chunks(chunks)
+    assert_greeting_with_assistant_message_response(messages, streaming=True)
+    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)
+
+
+def test_step_streaming_greeting_without_assistant_message(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a streaming message with a synchronous client.
+    Checks that each chunk in the stream has the correct message types.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    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)
+    response = client.agents.messages.create_stream(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_FORCE_REPLY,
+        use_assistant_message=False,
+    )
+    chunks = list(response)
+    messages = accumulate_chunks(chunks)
+    assert_greeting_without_assistant_message_response(messages, streaming=True)
+    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)
+
+
+def test_step_streaming_tool_call(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a streaming message with a synchronous client.
+    Checks that each chunk in the stream has the correct message types.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    dice_tool = client.tools.upsert_from_function(func=roll_dice)
+    agent_state = client.agents.tools.attach(agent_id=agent_state.id, tool_id=dice_tool.id)
+    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)
+    response = client.agents.messages.create_stream(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_ROLL_DICE,
+    )
+    chunks = list(response)
+    messages = accumulate_chunks(chunks)
+    assert_tool_call_response(messages, streaming=True)
+    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)
+
+
+def test_step_stream_agent_loop_error(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message with a synchronous client.
+    Verifies that no new messages are persisted on error.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    last_message = client.agents.messages.list(agent_id=agent_state.id, limit=1)
+    tools = agent_state.tools
+    agent_state = client.agents.modify(agent_id=agent_state.id, llm_config=llm_config, tool_ids=[])
+    with pytest.raises(ApiError):
+        response = client.agents.messages.create_stream(
+            agent_id=agent_state.id,
+            messages=USER_MESSAGE_FORCE_REPLY,
+        )
+        list(response)
+
+    messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id)
+    assert len(messages_from_db) == 0
+    client.agents.modify(agent_id=agent_state.id, tool_ids=[t.id for t in tools])
+
+
+def test_token_streaming_greeting_with_assistant_message(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a streaming message with a synchronous client.
+    Checks that each chunk in the stream has the correct message types.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    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)
+    response = client.agents.messages.create_stream(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_FORCE_REPLY,
+        stream_tokens=True,
+    )
+    chunks = list(response)
+    messages = accumulate_chunks(chunks)
+    assert_greeting_with_assistant_message_response(messages, streaming=True, token_streaming=True)
+    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)
+
+
+def test_token_streaming_greeting_without_assistant_message(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a streaming message with a synchronous client.
+    Checks that each chunk in the stream has the correct message types.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    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)
+    response = client.agents.messages.create_stream(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_FORCE_REPLY,
+        use_assistant_message=False,
+        stream_tokens=True,
+    )
+    chunks = list(response)
+    messages = accumulate_chunks(chunks)
+    assert_greeting_without_assistant_message_response(messages, streaming=True, token_streaming=True)
+    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)
+
+
+def test_token_streaming_tool_call(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a streaming message with a synchronous client.
+    Checks that each chunk in the stream has the correct message types.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    dice_tool = client.tools.upsert_from_function(func=roll_dice)
+    agent_state = client.agents.tools.attach(agent_id=agent_state.id, tool_id=dice_tool.id)
+    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)
+    response = client.agents.messages.create_stream(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_ROLL_DICE,
+        stream_tokens=True,
+    )
+    chunks = list(response)
+    messages = accumulate_chunks(chunks)
+    assert_tool_call_response(messages, streaming=True)
+    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)
+
+
+def test_token_streaming_agent_loop_error(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message with a synchronous client.
+    Verifies that no new messages are persisted on error.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    last_message = client.agents.messages.list(agent_id=agent_state.id, limit=1)
+    tools = agent_state.tools
+    agent_state = client.agents.modify(agent_id=agent_state.id, llm_config=llm_config, tool_ids=[])
+    try:
+        response = client.agents.messages.create_stream(
+            agent_id=agent_state.id,
+            messages=USER_MESSAGE_FORCE_REPLY,
+            stream_tokens=True,
+        )
+        list(response)
+    except:
+        pass  # only some models throw an error TODO: make this consistent
+
+    messages_from_db = client.agents.messages.list(agent_id=agent_state.id, after=last_message[0].id)
+    assert len(messages_from_db) == 0
+    client.agents.modify(agent_id=agent_state.id, tool_ids=[t.id for t in tools])
+
+
+def test_async_greeting_with_assistant_message(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    agent_state: AgentState,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """
+    Tests sending a message as an asynchronous job using the synchronous client.
+    Waits for job completion and asserts that the result messages are as expected.
+    """
+    json_metadata["llm_config"] = dict(llm_config)
+    client.agents.modify(agent_id=agent_state.id, llm_config=llm_config)
+
+    run = client.agents.messages.create_async(
+        agent_id=agent_state.id,
+        messages=USER_MESSAGE_FORCE_REPLY,
+    )
+    run = wait_for_run_completion(client, run.id)
+
+    result = run.metadata.get("result")
+    assert result is not None, "Run metadata missing 'result' key"
+
+    messages = result["messages"]
+    assert_tool_response_dict_messages(messages)
+
+
+def test_auto_summarize(
+    disable_e2b_api_key: Any,
+    client: Letta,
+    llm_config: LLMConfig,
+    json_metadata: pytest.FixtureRequest,
+) -> None:
+    """Test that summarization is automatically triggered."""
+    json_metadata["llm_config"] = dict(llm_config)
+
+    # pydantic prevents us for overriding the context window paramter in the passed LLMConfig
+    new_llm_config = llm_config.model_dump()
+    new_llm_config["context_window"] = 3000
+    pinned_context_window_llm_config = LLMConfig(**new_llm_config)
+
+    send_message_tool = client.tools.list(name="send_message")[0]
+    temp_agent_state = client.agents.create(
+        include_base_tools=False,
+        tool_ids=[send_message_tool.id],
+        llm_config=pinned_context_window_llm_config,
+        embedding="letta/letta-free",
+        tags=["supervisor"],
+    )
+
+    philosophical_question = """
+You know, sometimes I wonder if the entire structure of our lives is built on a series of unexamined assumptions we just silently agreed to somewhere along the way—like how we all just decided that five days a week of work and two days of “rest” constitutes balance, or how 9-to-5 became the default rhythm of a meaningful life, or even how the idea of “success” got boiled down to job titles and property ownership and productivity metrics on a LinkedIn profile, when maybe none of that is actually what makes a life feel full, or grounded, or real. And then there’s the weird paradox of ambition, how we're taught to chase it like a finish line that keeps moving, constantly redefining itself right as you’re about to grasp it—because even when you get the job, or the degree, or the validation, there's always something next, something more, like a treadmill with invisible settings you didn’t realize were turned up all the way.
+
+And have you noticed how we rarely stop to ask who set those definitions for us? Like was there ever a council that decided, yes, owning a home by thirty-five and retiring by sixty-five is the universal template for fulfillment? Or did it just accumulate like cultural sediment over generations, layered into us so deeply that questioning it feels uncomfortable, even dangerous? And isn’t it strange that we spend so much of our lives trying to optimize things—our workflows, our diets, our sleep, our morning routines—as though the point of life is to operate more efficiently rather than to experience it more richly? We build these intricate systems, these rulebooks for being a “high-functioning” human, but where in all of that is the space for feeling lost, for being soft, for wandering without a purpose just because it’s a sunny day and your heart is tugging you toward nowhere in particular?
+
+Sometimes I lie awake at night and wonder if all the noise we wrap around ourselves—notifications, updates, performance reviews, even our internal monologues—might be crowding out the questions we were meant to live into slowly, like how to love better, or how to forgive ourselves, or what the hell we’re even doing here in the first place. And when you strip it all down—no goals, no KPIs, no curated identity—what’s actually left of us? Are we just a sum of the roles we perform, or is there something quieter underneath that we've forgotten how to hear?
+
+And if there is something underneath all of it—something real, something worth listening to—then how do we begin to uncover it, gently, without rushing or reducing it to another task on our to-do list?
+    """
+
+    MAX_ATTEMPTS = 10
+    prev_length = None
+
+    for attempt in range(MAX_ATTEMPTS):
+        client.agents.messages.create(
+            agent_id=temp_agent_state.id,
+            messages=[MessageCreate(role="user", content=philosophical_question)],
+        )
+
+        temp_agent_state = client.agents.retrieve(agent_id=temp_agent_state.id)
+        message_ids = temp_agent_state.message_ids
+        current_length = len(message_ids)
+
+        print("LENGTH OF IN_CONTEXT_MESSAGES:", current_length)
+
+        if prev_length is not None and current_length <= prev_length:
+            # TODO: Add more stringent checks here
+            print(f"Summarization was triggered, detected current_length {current_length} is at least prev_length {prev_length}.")
+            break
+
+        prev_length = current_length
+    else:
+        raise AssertionError("Summarization was not triggered after 10 messages")
diff --git a/.github/scripts/model-sweep/supported-models.mdx b/.github/scripts/model-sweep/supported-models.mdx
new file mode 100644
index 00000000..94d8e25a
--- /dev/null
+++ b/.github/scripts/model-sweep/supported-models.mdx
@@ -0,0 +1,4553 @@
+---
+title: Support Models
+generated: 2025-06-20T16:40:44.072054
+---
+
+# Supported Models
+
+## Overview
+
+Letta routinely runs automated scans against available providers and models. These are the results of the latest scan.
+
+Ran 2464 tests against 154 models across 7 providers on June 20th, 2025
+
+
+## anthropic
+
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `claude-3-5-haiku-20241022`                         |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_5_haiku_20241022_details) |
+| `claude-3-5-sonnet-20241022`                        |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_5_sonnet_20241022_details) |
+| `claude-3-7-sonnet-20250219`                        |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_7_sonnet_20250219_details) |
+| `claude-sonnet-4-20250514`                          |   ✅   |        ✅        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_sonnet_4_20250514_details) |
+| `claude-opus-4-20250514`                            |   ✅   |        ✅        |     ⚠️     |    200,000     |  2025-06-20  | [View](#anthropic_claude_opus_4_20250514_details) |
+| `claude-3-5-sonnet-20240620`                        |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_5_sonnet_20240620_details) |
+| `claude-3-haiku-20240307`                           |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_haiku_20240307_details) |
+| `claude-3-opus-20240229`                            |  ⚠️   |        ❌        |     ✅      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_opus_20240229_details) |
+| `claude-3-sonnet-20240229`                          |   ❌   |        ❌        |     ❌      |    200,000     |  2025-06-20  | [View](#anthropic_claude_3_sonnet_20240229_details) |
+
+
+## openai
+
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `gpt-4.1`                                           |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_details) |
+| `gpt-4.1-2025-04-14`                                |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_2025_04_14_details) |
+| `gpt-4.1-nano-2025-04-14`                           |   ✅   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_nano_2025_04_14_details) |
+| `gpt-4o`                                            |   ✅   |        ✅        |     ✅      |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_details) |
+| `gpt-4o-2024-05-13`                                 |   ✅   |        ✅        |     ✅      |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_2024_05_13_details) |
+| `gpt-4-turbo`                                       |   ✅   |        ✅        |     ⚠️     |     8,192      |  2025-06-20  | [View](#openai_gpt_4_turbo_details) |
+| `gpt-4.1-mini`                                      |   ✅   |        ✅        |     ⚠️     |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_mini_details) |
+| `gpt-4.5-preview`                                   |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  | [View](#openai_gpt_4.5_preview_details) |
+| `gpt-4.5-preview-2025-02-27`                        |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  | [View](#openai_gpt_4.5_preview_2025_02_27_details) |
+| `gpt-4o-2024-08-06`                                 |   ✅   |        ✅        |     ⚠️     |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_2024_08_06_details) |
+| `gpt-4-0613`                                        |   ✅   |        ✅        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_gpt_4_0613_details) |
+| `gpt-4-1106-preview`                                |   ✅   |        ✅        |     ❌      |    128,000     |  2025-06-20  | [View](#openai_gpt_4_1106_preview_details) |
+| `gpt-4-turbo-2024-04-09`                            |   ✅   |       ⚠️        |     ✅      |    128,000     |  2025-06-20  | [View](#openai_gpt_4_turbo_2024_04_09_details) |
+| `gpt-4.1-mini-2025-04-14`                           |  ⚠️   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_mini_2025_04_14_details) |
+| `gpt-4.1-nano`                                      |  ⚠️   |        ✅        |     ✅      |   1,047,576    |  2025-06-20  | [View](#openai_gpt_4.1_nano_details) |
+| `gpt-4o-2024-11-20`                                 |  ⚠️   |        ✅        |     ✅      |     8,192      |  2025-06-20  | [View](#openai_gpt_4o_2024_11_20_details) |
+| `gpt-4-turbo-preview`                               |   ✅   |       ⚠️        |     ❌      |    128,000     |  2025-06-20  | [View](#openai_gpt_4_turbo_preview_details) |
+| `gpt-4-0125-preview`                                |  ⚠️   |        ✅        |     ❌      |    128,000     |  2025-06-20  | [View](#openai_gpt_4_0125_preview_details) |
+| `gpt-4o-mini`                                       |  ⚠️   |       ⚠️        |     ⚠️     |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_mini_details) |
+| `gpt-4o-mini-2024-07-18`                            |  ⚠️   |       ⚠️        |     ❌      |    128,000     |  2025-06-20  | [View](#openai_gpt_4o_mini_2024_07_18_details) |
+| `gpt-4`                                             |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_gpt_4_details) |
+| `o1`                                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o1_details) |
+| `o1-2024-12-17`                                     |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o1_2024_12_17_details) |
+| `o3`                                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_details) |
+| `o3-2025-04-16`                                     |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_2025_04_16_details) |
+| `o3-mini`                                           |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_mini_details) |
+| `o3-mini-2025-01-31`                                |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_mini_2025_01_31_details) |
+| `o3-pro`                                            |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_pro_details) |
+| `o3-pro-2025-06-10`                                 |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#openai_o3_pro_2025_06_10_details) |
+
+
+## google_ai
+
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `gemini-1.5-pro`                                    |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_pro_details) |
+| `gemini-1.5-pro-002`                                |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_pro_002_details) |
+| `gemini-1.5-pro-latest`                             |   ✅   |        ✅        |     ✅      |   2,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_pro_latest_details) |
+| `gemini-2.5-flash-preview-04-17-thinking`           |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_flash_preview_04_17_thinking_details) |
+| `gemini-2.5-pro-preview-03-25`                      |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_preview_03_25_details) |
+| `gemini-2.5-pro-preview-05-06`                      |   ✅   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_preview_05_06_details) |
+| `gemini-2.5-flash-preview-05-20`                    |   ✅   |       ⚠️        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_flash_preview_05_20_details) |
+| `gemini-2.0-flash-thinking-exp`                     |  ⚠️   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_thinking_exp_details) |
+| `gemini-2.0-flash-thinking-exp-1219`                |  ⚠️   |        ✅        |     ✅      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_thinking_exp_1219_details) |
+| `gemini-2.0-flash-thinking-exp-01-21`               |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_thinking_exp_01_21_details) |
+| `gemini-2.5-flash-preview-04-17`                    |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_flash_preview_04_17_details) |
+| `gemini-2.5-pro-preview-06-05`                      |  ⚠️   |        ✅        |     ⚠️     |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_preview_06_05_details) |
+| `gemini-1.0-pro-vision-latest`                      |   ❌   |        ❌        |     ❌      |     12,288     |  2025-06-20  | [View](#google_ai_gemini_1.0_pro_vision_latest_details) |
+| `gemini-1.5-flash`                                  |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_details) |
+| `gemini-1.5-flash-002`                              |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_002_details) |
+| `gemini-1.5-flash-8b`                               |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_8b_details) |
+| `gemini-1.5-flash-8b-001`                           |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_8b_001_details) |
+| `gemini-1.5-flash-8b-latest`                        |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_8b_latest_details) |
+| `gemini-1.5-flash-latest`                           |   ❌   |        ❌        |     ❌      |   1,000,000    |  2025-06-20  | [View](#google_ai_gemini_1.5_flash_latest_details) |
+| `gemini-2.0-flash`                                  |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_details) |
+| `gemini-2.0-flash-001`                              |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_001_details) |
+| `gemini-2.0-flash-exp`                              |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_exp_details) |
+| `gemini-2.0-flash-exp-image-generation`             |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_exp_image_generation_details) |
+| `gemini-2.0-flash-lite`                             |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_lite_details) |
+| `gemini-2.0-flash-lite-001`                         |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_lite_001_details) |
+| `gemini-2.0-flash-lite-preview`                     |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_lite_preview_details) |
+| `gemini-2.0-flash-lite-preview-02-05`               |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_lite_preview_02_05_details) |
+| `gemini-2.0-flash-preview-image-generation`         |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#google_ai_gemini_2.0_flash_preview_image_generation_details) |
+| `gemini-2.0-pro-exp`                                |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_pro_exp_details) |
+| `gemini-2.0-pro-exp-02-05`                          |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.0_pro_exp_02_05_details) |
+| `gemini-2.5-flash-preview-tts`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#google_ai_gemini_2.5_flash_preview_tts_details) |
+| `gemini-2.5-pro-exp-03-25`                          |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_exp_03_25_details) |
+| `gemini-2.5-pro-preview-tts`                        |   ❌   |        ❌        |     ❌      |     65,536     |  2025-06-20  | [View](#google_ai_gemini_2.5_pro_preview_tts_details) |
+| `gemini-exp-1206`                                   |   ❌   |        ❌        |     ❌      |   1,048,576    |  2025-06-20  | [View](#google_ai_gemini_exp_1206_details) |
+| `gemini-pro-vision`                                 |   ❌   |        ❌        |     ❌      |     12,288     |  2025-06-20  | [View](#google_ai_gemini_pro_vision_details) |
+
+
+## letta
+
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `letta-free`                                        |  ⚠️   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#letta_letta_free_details) |
+
+
+## together
+
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `Qwen/Qwen2.5-72B-Instruct-Turbo`                   |   ✅   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  | [View](#together_qwen_qwen2.5_72b_instruct_turbo_details) |
+| `arcee-ai/virtuoso-large`                           |  ⚠️   |        ✅        |     ✅      |    131,072     |  2025-06-20  | [View](#together_arcee_ai_virtuoso_large_details) |
+| `Qwen/QwQ-32B`                                      |  ⚠️   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  | [View](#together_qwen_qwq_32b_details) |
+| `Qwen/Qwen2.5-7B-Instruct-Turbo`                    |  ⚠️   |        ✅        |     ⚠️     |     32,768     |  2025-06-20  | [View](#together_qwen_qwen2.5_7b_instruct_turbo_details) |
+| `Qwen/Qwen2.5-Coder-32B-Instruct`                   |  ⚠️   |        ✅        |     ⚠️     |     16,384     |  2025-06-20  | [View](#together_qwen_qwen2.5_coder_32b_instruct_details) |
+| `arcee-ai/coder-large`                              |  ⚠️   |        ✅        |     ⚠️     |     32,768     |  2025-06-20  | [View](#together_arcee_ai_coder_large_details) |
+| `arcee_ai/arcee-spotlight`                          |  ⚠️   |        ✅        |     ⚠️     |    131,072     |  2025-06-20  | [View](#together_arcee_ai_arcee_spotlight_details) |
+| `meta-llama/Llama-3.2-3B-Instruct-Turbo`            |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.2_3b_instruct_turbo_details) |
+| `meta-llama/Llama-3.3-70B-Instruct-Turbo`           |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.3_70b_instruct_turbo_details) |
+| `meta-llama/Llama-3.3-70B-Instruct-Turbo-Free`      |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.3_70b_instruct_turbo_free_details) |
+| `meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo`     |  ⚠️   |        ✅        |     ❌      |    130,815     |  2025-06-20  | [View](#together_meta_llama_meta_llama_3.1_405b_instruct_turbo_details) |
+| `meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo`      |  ⚠️   |        ✅        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_meta_llama_3.1_70b_instruct_turbo_details) |
+| `nvidia/Llama-3.1-Nemotron-70B-Instruct-HF`         |  ⚠️   |        ✅        |     ❌      |     32,768     |  2025-06-20  | [View](#together_nvidia_llama_3.1_nemotron_70b_instruct_hf_details) |
+| `arcee-ai/virtuoso-medium-v2`                       |  ⚠️   |       ⚠️        |     ✅      |    131,072     |  2025-06-20  | [View](#together_arcee_ai_virtuoso_medium_v2_details) |
+| `meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8` |  ⚠️   |        ❌        |     ✅      |   1,048,576    |  2025-06-20  | [View](#together_meta_llama_llama_4_maverick_17b_128e_instruct_fp8_details) |
+| `Qwen/Qwen3-235B-A22B-fp8-tput`                     |  ⚠️   |       ⚠️        |     ❌      |     40,960     |  2025-06-20  | [View](#together_qwen_qwen3_235b_a22b_fp8_tput_details) |
+| `deepseek-ai/DeepSeek-V3`                           |  ⚠️   |       ⚠️        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_v3_details) |
+| `meta-llama/Llama-4-Scout-17B-16E-Instruct`         |  ⚠️   |       ⚠️        |     ❌      |   1,048,576    |  2025-06-20  | [View](#together_meta_llama_llama_4_scout_17b_16e_instruct_details) |
+| `meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo`       |  ⚠️   |       ⚠️        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_meta_llama_3.1_8b_instruct_turbo_details) |
+| `mistralai/Mixtral-8x7B-Instruct-v0.1`              |  ⚠️   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mixtral_8x7b_instruct_v0.1_details) |
+| `arcee-ai/caller`                                   |   ❌   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  | [View](#together_arcee_ai_caller_details) |
+| `mistralai/Mistral-Small-24B-Instruct-2501`         |   ❌   |       ⚠️        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mistral_small_24b_instruct_2501_details) |
+| `NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO`       |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_nousresearch_nous_hermes_2_mixtral_8x7b_dpo_details) |
+| `Qwen/Qwen2-72B-Instruct`                           |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_qwen_qwen2_72b_instruct_details) |
+| `Qwen/Qwen2-VL-72B-Instruct`                        |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_qwen_qwen2_vl_72b_instruct_details) |
+| `Qwen/Qwen2.5-VL-72B-Instruct`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_qwen_qwen2.5_vl_72b_instruct_details) |
+| `arcee-ai/arcee-blitz`                              |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_arcee_ai_arcee_blitz_details) |
+| `arcee-ai/maestro-reasoning`                        |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_arcee_ai_maestro_reasoning_details) |
+| `deepseek-ai/DeepSeek-R1`                           |   ❌   |        ❌        |     ❌      |    163,840     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_details) |
+| `deepseek-ai/DeepSeek-R1-Distill-Llama-70B`         |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_distill_llama_70b_details) |
+| `deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free`    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_distill_llama_70b_free_details) |
+| `deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B`         |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_distill_qwen_1.5b_details) |
+| `deepseek-ai/DeepSeek-R1-Distill-Qwen-14B`          |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_r1_distill_qwen_14b_details) |
+| `deepseek-ai/DeepSeek-V3-p-dp`                      |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_deepseek_ai_deepseek_v3_p_dp_details) |
+| `google/gemma-2-27b-it`                             |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_google_gemma_2_27b_it_details) |
+| `lgai/exaone-3-5-32b-instruct`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_lgai_exaone_3_5_32b_instruct_details) |
+| `lgai/exaone-deep-32b`                              |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_lgai_exaone_deep_32b_details) |
+| `marin-community/marin-8b-instruct`                 |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_marin_community_marin_8b_instruct_details) |
+| `meta-llama/Llama-3-70b-chat-hf`                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_meta_llama_llama_3_70b_chat_hf_details) |
+| `meta-llama/Llama-3-8b-chat-hf`                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_meta_llama_llama_3_8b_chat_hf_details) |
+| `meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo`    |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.2_11b_vision_instruct_turbo_details) |
+| `meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo`    |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_3.2_90b_vision_instruct_turbo_details) |
+| `meta-llama/Llama-Vision-Free`                      |   ❌   |        ❌        |     ❌      |    131,072     |  2025-06-20  | [View](#together_meta_llama_llama_vision_free_details) |
+| `meta-llama/Meta-Llama-3-70B-Instruct-Turbo`        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_meta_llama_meta_llama_3_70b_instruct_turbo_details) |
+| `meta-llama/Meta-Llama-3-8B-Instruct-Lite`          |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_meta_llama_meta_llama_3_8b_instruct_lite_details) |
+| `mistralai/Mistral-7B-Instruct-v0.1`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mistral_7b_instruct_v0.1_details) |
+| `mistralai/Mistral-7B-Instruct-v0.2`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mistral_7b_instruct_v0.2_details) |
+| `mistralai/Mistral-7B-Instruct-v0.3`                |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_mistralai_mistral_7b_instruct_v0.3_details) |
+| `perplexity-ai/r1-1776`                             |   ❌   |        ❌        |     ❌      |    163,840     |  2025-06-20  | [View](#together_perplexity_ai_r1_1776_details) |
+| `scb10x/scb10x-llama3-1-typhoon2-70b-instruct`      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_scb10x_scb10x_llama3_1_typhoon2_70b_instruct_details) |
+| `scb10x/scb10x-typhoon-2-1-gemma3-12b`              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_scb10x_scb10x_typhoon_2_1_gemma3_12b_details) |
+| `togethercomputer/MoA-1`                            |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_togethercomputer_moa_1_details) |
+| `togethercomputer/MoA-1-Turbo`                      |   ❌   |        ❌        |     ❌      |     32,768     |  2025-06-20  | [View](#together_togethercomputer_moa_1_turbo_details) |
+| `togethercomputer/Refuel-Llm-V2`                    |   ❌   |        ❌        |     ❌      |     16,384     |  2025-06-20  | [View](#together_togethercomputer_refuel_llm_v2_details) |
+| `togethercomputer/Refuel-Llm-V2-Small`              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#together_togethercomputer_refuel_llm_v2_small_details) |
+
+
+## deepseek
+
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `deepseek-chat`                                     |   ❌   |        ❌        |     ❌      |     64,000     |  2025-06-20  | [View](#deepseek_deepseek_chat_details) |
+| `deepseek-reasoner`                                 |   ❌   |        ❌        |     ❌      |     64,000     |  2025-06-20  | [View](#deepseek_deepseek_reasoner_details) |
+
+
+## groq
+
+| Model                                               | Basic | Token Streaming | Multimodal | Context Window | Last Scanned | Details |
+|---------------------------------------------------|:---:|:-------------:|:--------:|:------------:|:----------:|:-----:|
+| `allam-2-7b`                                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_allam_2_7b_details) |
+| `compound-beta`                                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_compound_beta_details) |
+| `compound-beta-mini`                                |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_compound_beta_mini_details) |
+| `deepseek-r1-distill-llama-70b`                     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_deepseek_r1_distill_llama_70b_details) |
+| `distil-whisper-large-v3-en`                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_distil_whisper_large_v3_en_details) |
+| `gemma2-9b-it`                                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_gemma2_9b_it_details) |
+| `llama-3.1-8b-instant`                              |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama_3.1_8b_instant_details) |
+| `llama-3.3-70b-versatile`                           |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama_3.3_70b_versatile_details) |
+| `llama-guard-3-8b`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama_guard_3_8b_details) |
+| `llama3-70b-8192`                                   |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama3_70b_8192_details) |
+| `llama3-8b-8192`                                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_llama3_8b_8192_details) |
+| `meta-llama/llama-4-maverick-17b-128e-instruct`     |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_4_maverick_17b_128e_instruct_details) |
+| `meta-llama/llama-4-scout-17b-16e-instruct`         |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_4_scout_17b_16e_instruct_details) |
+| `meta-llama/llama-guard-4-12b`                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_guard_4_12b_details) |
+| `meta-llama/llama-prompt-guard-2-22m`               |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_prompt_guard_2_22m_details) |
+| `meta-llama/llama-prompt-guard-2-86m`               |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_meta_llama_llama_prompt_guard_2_86m_details) |
+| `mistral-saba-24b`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_mistral_saba_24b_details) |
+| `playai-tts`                                        |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_playai_tts_details) |
+| `playai-tts-arabic`                                 |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_playai_tts_arabic_details) |
+| `qwen-qwq-32b`                                      |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_qwen_qwq_32b_details) |
+| `qwen/qwen3-32b`                                    |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_qwen_qwen3_32b_details) |
+| `whisper-large-v3`                                  |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_whisper_large_v3_details) |
+| `whisper-large-v3-turbo`                            |   ❌   |        ❌        |     ❌      |     8,192      |  2025-06-20  | [View](#groq_whisper_large_v3_turbo_details) |
+
+
+---
+
+# Detailed Test Results
+
+## anthropic
+
+<a id="anthropic_claude_3_5_haiku_20241022_details"></a>
+### claude-3-5-haiku-20241022
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_5_sonnet_20241022_details"></a>
+### claude-3-5-sonnet-20241022
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_7_sonnet_20250219_details"></a>
+### claude-3-7-sonnet-20250219
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_sonnet_4_20250514_details"></a>
+### claude-sonnet-4-20250514
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_opus_4_20250514_details"></a>
+### claude-opus-4-20250514
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_5_sonnet_20240620_details"></a>
+### claude-3-5-sonnet-20240620
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_haiku_20240307_details"></a>
+### claude-3-haiku-20240307
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_opus_20240229_details"></a>
+### claude-3-opus-20240229
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="anthropic_claude_3_sonnet_20240229_details"></a>
+### claude-3-sonnet-20240229
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## openai
+
+<a id="openai_gpt_4.1_details"></a>
+### gpt-4.1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_2025_04_14_details"></a>
+### gpt-4.1-2025-04-14
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_nano_2025_04_14_details"></a>
+### gpt-4.1-nano-2025-04-14
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_details"></a>
+### gpt-4o
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_2024_05_13_details"></a>
+### gpt-4o-2024-05-13
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_turbo_details"></a>
+### gpt-4-turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_mini_details"></a>
+### gpt-4.1-mini
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.5_preview_details"></a>
+### gpt-4.5-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.5_preview_2025_02_27_details"></a>
+### gpt-4.5-preview-2025-02-27
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_2024_08_06_details"></a>
+### gpt-4o-2024-08-06
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_0613_details"></a>
+### gpt-4-0613
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_1106_preview_details"></a>
+### gpt-4-1106-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_turbo_2024_04_09_details"></a>
+### gpt-4-turbo-2024-04-09
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_mini_2025_04_14_details"></a>
+### gpt-4.1-mini-2025-04-14
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4.1_nano_details"></a>
+### gpt-4.1-nano
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_2024_11_20_details"></a>
+### gpt-4o-2024-11-20
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_turbo_preview_details"></a>
+### gpt-4-turbo-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_0125_preview_details"></a>
+### gpt-4-0125-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_mini_details"></a>
+### gpt-4o-mini
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4o_mini_2024_07_18_details"></a>
+### gpt-4o-mini-2024-07-18
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_gpt_4_details"></a>
+### gpt-4
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o1_details"></a>
+### o1
+
+### Basic
+
+- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o1_2024_12_17_details"></a>
+### o1-2024-12-17
+
+### Basic
+
+- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_details"></a>
+### o3
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_2025_04_16_details"></a>
+### o3-2025-04-16
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_mini_details"></a>
+### o3-mini
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_mini_2025_01_31_details"></a>
+### o3-mini-2025-01-31
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_pro_details"></a>
+### o3-pro
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="openai_o3_pro_2025_06_10_details"></a>
+### o3-pro-2025-06-10
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## google_ai
+
+<a id="google_ai_gemini_1.5_pro_details"></a>
+### gemini-1.5-pro
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_pro_002_details"></a>
+### gemini-1.5-pro-002
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_pro_latest_details"></a>
+### gemini-1.5-pro-latest
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_flash_preview_04_17_thinking_details"></a>
+### gemini-2.5-flash-preview-04-17-thinking
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_pro_preview_03_25_details"></a>
+### gemini-2.5-pro-preview-03-25
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_pro_preview_05_06_details"></a>
+### gemini-2.5-pro-preview-05-06
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_flash_preview_05_20_details"></a>
+### gemini-2.5-flash-preview-05-20
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_thinking_exp_details"></a>
+### gemini-2.0-flash-thinking-exp
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_thinking_exp_1219_details"></a>
+### gemini-2.0-flash-thinking-exp-1219
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_thinking_exp_01_21_details"></a>
+### gemini-2.0-flash-thinking-exp-01-21
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_flash_preview_04_17_details"></a>
+### gemini-2.5-flash-preview-04-17
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_pro_preview_06_05_details"></a>
+### gemini-2.5-pro-preview-06-05
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.0_pro_vision_latest_details"></a>
+### gemini-1.0-pro-vision-latest
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_flash_details"></a>
+### gemini-1.5-flash
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_flash_002_details"></a>
+### gemini-1.5-flash-002
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_flash_8b_details"></a>
+### gemini-1.5-flash-8b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_flash_8b_001_details"></a>
+### gemini-1.5-flash-8b-001
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_flash_8b_latest_details"></a>
+### gemini-1.5-flash-8b-latest
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_1.5_flash_latest_details"></a>
+### gemini-1.5-flash-latest
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_details"></a>
+### gemini-2.0-flash
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_001_details"></a>
+### gemini-2.0-flash-001
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_exp_details"></a>
+### gemini-2.0-flash-exp
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_exp_image_generation_details"></a>
+### gemini-2.0-flash-exp-image-generation
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_lite_details"></a>
+### gemini-2.0-flash-lite
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_lite_001_details"></a>
+### gemini-2.0-flash-lite-001
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_lite_preview_details"></a>
+### gemini-2.0-flash-lite-preview
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_lite_preview_02_05_details"></a>
+### gemini-2.0-flash-lite-preview-02-05
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_flash_preview_image_generation_details"></a>
+### gemini-2.0-flash-preview-image-generation
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_pro_exp_details"></a>
+### gemini-2.0-pro-exp
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.0_pro_exp_02_05_details"></a>
+### gemini-2.0-pro-exp-02-05
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_flash_preview_tts_details"></a>
+### gemini-2.5-flash-preview-tts
+
+### Basic
+
+- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_pro_exp_03_25_details"></a>
+### gemini-2.5-pro-exp-03-25
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_2.5_pro_preview_tts_details"></a>
+### gemini-2.5-pro-preview-tts
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_exp_1206_details"></a>
+### gemini-exp-1206
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="google_ai_gemini_pro_vision_details"></a>
+### gemini-pro-vision
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## letta
+
+<a id="letta_letta_free_details"></a>
+### letta-free
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## together
+
+<a id="together_qwen_qwen2.5_72b_instruct_turbo_details"></a>
+### Qwen/Qwen2.5-72B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_virtuoso_large_details"></a>
+### arcee-ai/virtuoso-large
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwq_32b_details"></a>
+### Qwen/QwQ-32B
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2.5_7b_instruct_turbo_details"></a>
+### Qwen/Qwen2.5-7B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2.5_coder_32b_instruct_details"></a>
+### Qwen/Qwen2.5-Coder-32B-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_coder_large_details"></a>
+### arcee-ai/coder-large
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_arcee_spotlight_details"></a>
+### arcee_ai/arcee-spotlight
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.2_3b_instruct_turbo_details"></a>
+### meta-llama/Llama-3.2-3B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.3_70b_instruct_turbo_details"></a>
+### meta-llama/Llama-3.3-70B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.3_70b_instruct_turbo_free_details"></a>
+### meta-llama/Llama-3.3-70B-Instruct-Turbo-Free
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3.1_405b_instruct_turbo_details"></a>
+### meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3.1_70b_instruct_turbo_details"></a>
+### meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_nvidia_llama_3.1_nemotron_70b_instruct_hf_details"></a>
+### nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ✅ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_virtuoso_medium_v2_details"></a>
+### arcee-ai/virtuoso-medium-v2
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_4_maverick_17b_128e_instruct_fp8_details"></a>
+### meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ✅ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ✅ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ✅ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen3_235b_a22b_fp8_tput_details"></a>
+### Qwen/Qwen3-235B-A22B-fp8-tput
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_v3_details"></a>
+### deepseek-ai/DeepSeek-V3
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_4_scout_17b_16e_instruct_details"></a>
+### meta-llama/Llama-4-Scout-17B-16E-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3.1_8b_instruct_turbo_details"></a>
+### meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ✅ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mixtral_8x7b_instruct_v0.1_details"></a>
+### mistralai/Mixtral-8x7B-Instruct-v0.1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ✅ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ✅ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ✅ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ✅ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ✅ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ✅ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_caller_details"></a>
+### arcee-ai/caller
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ✅ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mistral_small_24b_instruct_2501_details"></a>
+### mistralai/Mistral-Small-24B-Instruct-2501
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ✅ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_nousresearch_nous_hermes_2_mixtral_8x7b_dpo_details"></a>
+### NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2_72b_instruct_details"></a>
+### Qwen/Qwen2-72B-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2_vl_72b_instruct_details"></a>
+### Qwen/Qwen2-VL-72B-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_qwen_qwen2.5_vl_72b_instruct_details"></a>
+### Qwen/Qwen2.5-VL-72B-Instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_arcee_blitz_details"></a>
+### arcee-ai/arcee-blitz
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_arcee_ai_maestro_reasoning_details"></a>
+### arcee-ai/maestro-reasoning
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_details"></a>
+### deepseek-ai/DeepSeek-R1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_distill_llama_70b_details"></a>
+### deepseek-ai/DeepSeek-R1-Distill-Llama-70B
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_distill_llama_70b_free_details"></a>
+### deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_distill_qwen_1.5b_details"></a>
+### deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_r1_distill_qwen_14b_details"></a>
+### deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_deepseek_ai_deepseek_v3_p_dp_details"></a>
+### deepseek-ai/DeepSeek-V3-p-dp
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_google_gemma_2_27b_it_details"></a>
+### google/gemma-2-27b-it
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_lgai_exaone_3_5_32b_instruct_details"></a>
+### lgai/exaone-3-5-32b-instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_lgai_exaone_deep_32b_details"></a>
+### lgai/exaone-deep-32b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_marin_community_marin_8b_instruct_details"></a>
+### marin-community/marin-8b-instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3_70b_chat_hf_details"></a>
+### meta-llama/Llama-3-70b-chat-hf
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3_8b_chat_hf_details"></a>
+### meta-llama/Llama-3-8b-chat-hf
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.2_11b_vision_instruct_turbo_details"></a>
+### meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_3.2_90b_vision_instruct_turbo_details"></a>
+### meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_llama_vision_free_details"></a>
+### meta-llama/Llama-Vision-Free
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3_70b_instruct_turbo_details"></a>
+### meta-llama/Meta-Llama-3-70B-Instruct-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_meta_llama_meta_llama_3_8b_instruct_lite_details"></a>
+### meta-llama/Meta-Llama-3-8B-Instruct-Lite
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mistral_7b_instruct_v0.1_details"></a>
+### mistralai/Mistral-7B-Instruct-v0.1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mistral_7b_instruct_v0.2_details"></a>
+### mistralai/Mistral-7B-Instruct-v0.2
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_mistralai_mistral_7b_instruct_v0.3_details"></a>
+### mistralai/Mistral-7B-Instruct-v0.3
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_perplexity_ai_r1_1776_details"></a>
+### perplexity-ai/r1-1776
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_scb10x_scb10x_llama3_1_typhoon2_70b_instruct_details"></a>
+### scb10x/scb10x-llama3-1-typhoon2-70b-instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_scb10x_scb10x_typhoon_2_1_gemma3_12b_details"></a>
+### scb10x/scb10x-typhoon-2-1-gemma3-12b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_togethercomputer_moa_1_details"></a>
+### togethercomputer/MoA-1
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_togethercomputer_moa_1_turbo_details"></a>
+### togethercomputer/MoA-1-Turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_togethercomputer_refuel_llm_v2_details"></a>
+### togethercomputer/Refuel-Llm-V2
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="together_togethercomputer_refuel_llm_v2_small_details"></a>
+### togethercomputer/Refuel-Llm-V2-Small
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## deepseek
+
+<a id="deepseek_deepseek_chat_details"></a>
+### deepseek-chat
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="deepseek_deepseek_reasoner_details"></a>
+### deepseek-reasoner
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
+
+## groq
+
+<a id="groq_allam_2_7b_details"></a>
+### allam-2-7b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_compound_beta_details"></a>
+### compound-beta
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_compound_beta_mini_details"></a>
+### compound-beta-mini
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_deepseek_r1_distill_llama_70b_details"></a>
+### deepseek-r1-distill-llama-70b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_distil_whisper_large_v3_en_details"></a>
+### distil-whisper-large-v3-en
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_gemma2_9b_it_details"></a>
+### gemma2-9b-it
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama_3.1_8b_instant_details"></a>
+### llama-3.1-8b-instant
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama_3.3_70b_versatile_details"></a>
+### llama-3.3-70b-versatile
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama_guard_3_8b_details"></a>
+### llama-guard-3-8b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama3_70b_8192_details"></a>
+### llama3-70b-8192
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_llama3_8b_8192_details"></a>
+### llama3-8b-8192
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_4_maverick_17b_128e_instruct_details"></a>
+### meta-llama/llama-4-maverick-17b-128e-instruct
+
+### Basic
+
+- ❌ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_4_scout_17b_16e_instruct_details"></a>
+### meta-llama/llama-4-scout-17b-16e-instruct
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_guard_4_12b_details"></a>
+### meta-llama/llama-guard-4-12b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_prompt_guard_2_22m_details"></a>
+### meta-llama/llama-prompt-guard-2-22m
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_meta_llama_llama_prompt_guard_2_86m_details"></a>
+### meta-llama/llama-prompt-guard-2-86m
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_mistral_saba_24b_details"></a>
+### mistral-saba-24b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_playai_tts_details"></a>
+### playai-tts
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_playai_tts_arabic_details"></a>
+### playai-tts-arabic
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_qwen_qwq_32b_details"></a>
+### qwen-qwq-32b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_qwen_qwen3_32b_details"></a>
+### qwen/qwen3-32b
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_whisper_large_v3_details"></a>
+### whisper-large-v3
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+<a id="groq_whisper_large_v3_turbo_details"></a>
+### whisper-large-v3-turbo
+
+### Basic
+
+- ✅ [`test_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L463)
+- ❌ [`test_async_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L704)
+- ❌ [`test_auto_summarize`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L731)
+- ❌ [`test_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L345)
+- ❌ [`test_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L368)
+- ✅ [`test_step_stream_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L566)
+- ❌ [`test_step_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L488)
+- ❌ [`test_step_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L513)
+- ❌ [`test_step_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L539)
+- ❌ [`test_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L392)
+
+### Token Streaming
+
+- ✅ [`test_token_streaming_agent_loop_error`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L674)
+- ❌ [`test_token_streaming_greeting_with_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L593)
+- ❌ [`test_token_streaming_greeting_without_assistant_message`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L619)
+- ❌ [`test_token_streaming_tool_call`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L646)
+
+### Multimodal
+
+- ❌ [`test_base64_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L440)
+- ❌ [`test_url_image_input`](https://github.com/letta-ai/letta/blob/main/.github/scripts/model-sweep/model_sweep.py#L417)
+
+
diff --git a/.github/workflows/model-sweep.yaml b/.github/workflows/model-sweep.yaml
new file mode 100644
index 00000000..e31d1426
--- /dev/null
+++ b/.github/workflows/model-sweep.yaml
@@ -0,0 +1,144 @@
+name: Model Sweep
+on:
+  workflow_dispatch:
+    inputs:
+      branch-name:
+        required: true
+        type: string
+
+jobs:
+  model-sweep:
+    runs-on: [self-hosted, medium]
+    services:
+      qdrant:
+        image: qdrant/qdrant
+        ports:
+          - 6333:6333
+      postgres:
+        image: pgvector/pgvector:pg17
+        ports:
+          - 5432:5432
+        env:
+          POSTGRES_HOST_AUTH_METHOD: trust
+          POSTGRES_DB: postgres
+          POSTGRES_USER: postgres
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+
+    steps:
+      - name: Check if gh is installed
+        run: |
+          if ! command -v gh >/dev/null 2>&1
+          then
+            echo "gh could not be found, installing now..."
+            # install gh cli
+            (type -p wget >/dev/null || (sudo apt update && sudo apt-get install wget -y)) \
+              && sudo mkdir -p -m 755 /etc/apt/keyrings \
+              && out=$(mktemp) && wget -nv -O$out https://cli.github.com/packages/githubcli-archive-keyring.gpg \
+              && cat $out | sudo tee /etc/apt/keyrings/githubcli-archive-keyring.gpg > /dev/null \
+              && sudo chmod go+r /etc/apt/keyrings/githubcli-archive-keyring.gpg \
+              && echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/githubcli-archive-keyring.gpg] https://cli.github.com/packages stable main" | sudo tee /etc/apt/sources.list.d/github-cli.list > /dev/null \
+              && sudo apt update \
+              && sudo apt install gh -y
+          fi
+
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Inject env vars into environment
+        run: |
+          # Get secrets and mask them before adding to environment
+          while IFS= read -r line || [[ -n "$line" ]]; do
+            if [[ -n "$line" ]]; then
+              value=$(echo "$line" | cut -d= -f2-)
+              echo "::add-mask::$value"
+              echo "$line" >> $GITHUB_ENV
+            fi
+          done < <(letta_secrets_helper --env dev --service ci)
+
+      - name: Install dependencies
+        shell: bash
+        run: poetry install --no-interaction --no-root ${{ inputs.install-args || '-E dev -E postgres -E external-tools -E tests -E cloud-tool-sandbox -E google' }}
+      - name: Migrate database
+        env:
+          LETTA_PG_PORT: 5432
+          LETTA_PG_USER: postgres
+          LETTA_PG_PASSWORD: postgres
+          LETTA_PG_DB: postgres
+          LETTA_PG_HOST: localhost
+        run: |
+          psql -h localhost -U postgres -d postgres -c 'CREATE EXTENSION vector'
+          poetry run alembic upgrade head
+
+      - name: Run integration tests
+        # if any of the 1000+ test cases fail, pytest reports exit code 1 and won't procces/upload the results
+        continue-on-error: true
+        env:
+          LETTA_PG_PORT: 5432
+          LETTA_PG_USER: postgres
+          LETTA_PG_PASSWORD: postgres
+          LETTA_PG_DB: postgres
+          LETTA_PG_HOST: localhost
+          LETTA_SERVER_PASS: test_server_token
+          OPENAI_API_KEY: ${{ env.OPENAI_API_KEY }}
+          ANTHROPIC_API_KEY: ${{ env.ANTHROPIC_API_KEY }}
+          AZURE_API_KEY: ${{ env.AZURE_API_KEY }}
+          AZURE_BASE_URL: ${{ secrets.AZURE_BASE_URL }}
+          GEMINI_API_KEY: ${{ env.GEMINI_API_KEY }}
+          COMPOSIO_API_KEY: ${{ env.COMPOSIO_API_KEY }}
+          GOOGLE_CLOUD_PROJECT: ${{ secrets.GOOGLE_CLOUD_PROJECT}}
+          GOOGLE_CLOUD_LOCATION: ${{ secrets.GOOGLE_CLOUD_LOCATION}}
+          DEEPSEEK_API_KEY: ${{ env.DEEPSEEK_API_KEY}}
+          LETTA_USE_EXPERIMENTAL: 1
+        run: |
+          poetry run pytest \
+            -s -vv \
+            .github/scripts/model-sweep/model_sweep.py \
+            --json-report --json-report-file=.github/scripts/model-sweep/model_sweep_report.json --json-report-indent=4
+
+      - name: Convert report to markdown
+        continue-on-error: true
+        # file path args to generate_model_sweep_markdown.py are relative to the script
+        run: |
+          poetry run python \
+            .github/scripts/model-sweep/generate_model_sweep_markdown.py \
+            .github/scripts/model-sweep/model_sweep_report.json \
+            .github/scripts/model-sweep/supported-models.mdx
+          echo "Model sweep report saved to .github/scripts/model-sweep/supported-models.mdx"
+
+      - id: date
+        run: echo "date=$(date +%Y-%m-%d)" >> $GITHUB_OUTPUT
+
+      - name: commit and open pull request
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          BRANCH_NAME=model-sweep/${{ inputs.branch-name || format('{0}', steps.date.outputs.date) }}
+          gh auth setup-git
+          git config --global user.name "github-actions[bot]"
+          git config --global user.email "github-actions[bot]@users.noreply.github.com"
+          git checkout -b $BRANCH_NAME
+          git add .github/scripts/model-sweep/supported-models.mdx
+          git commit -m "Update model sweep report"
+          # only push if changes were made
+          if git diff main --quiet; then
+            echo "No changes detected, skipping push"
+            exit 0
+          else
+            git push origin $BRANCH_NAME
+            gh pr create \
+              --base main \
+              --head $BRANCH_NAME \
+              --title "chore: update model sweep report" \
+              --body "Automated PR to update model sweep report"
+          fi
+
+      - name: Upload model sweep report
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: model-sweep-report
+          path: .github/scripts/model-sweep/model_sweep_report.json
diff --git a/.github/workflows/notify-letta-cloud.yml b/.github/workflows/notify-letta-cloud.yml
deleted file mode 100644
index 0874be59..00000000
--- a/.github/workflows/notify-letta-cloud.yml
+++ /dev/null
@@ -1,19 +0,0 @@
-name: Notify Letta Cloud
-
-on:
-  push:
-    branches:
-      - main
-
-jobs:
-  notify:
-    runs-on: ubuntu-latest
-    if: ${{ !contains(github.event.head_commit.message, '[sync-skip]') }}
-    steps:
-      - name: Trigger repository_dispatch
-        run: |
-          curl -X POST \
-            -H "Authorization: token ${{ secrets.SYNC_PAT }}" \
-            -H "Accept: application/vnd.github.v3+json" \
-            https://api.github.com/repos/letta-ai/letta-cloud/dispatches \
-            -d '{"event_type":"oss-update"}'
diff --git a/.github/workflows/send-message-integration-tests.yaml b/.github/workflows/send-message-integration-tests.yaml
new file mode 100644
index 00000000..1c7b45e0
--- /dev/null
+++ b/.github/workflows/send-message-integration-tests.yaml
@@ -0,0 +1,155 @@
+name: Send Message SDK Tests
+on:
+  pull_request_target:
+    # branches: [main] # TODO: uncomment before merge
+    types: [labeled]
+    paths:
+      - 'letta/**'
+
+jobs:
+  send-messages:
+    # Only run when the "safe to test" label is applied
+    if: contains(github.event.pull_request.labels.*.name, 'safe to test')
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    strategy:
+      fail-fast: false
+      matrix:
+        config_file:
+          - "openai-gpt-4o-mini.json"
+          - "azure-gpt-4o-mini.json"
+          - "claude-3-5-sonnet.json"
+          - "claude-3-7-sonnet.json"
+          - "claude-3-7-sonnet-extended.json"
+          - "gemini-pro.json"
+          - "gemini-vertex.json"
+    services:
+      qdrant:
+        image: qdrant/qdrant
+        ports:
+          - 6333:6333
+      postgres:
+        image: pgvector/pgvector:pg17
+        ports:
+          - 5432:5432
+        env:
+          POSTGRES_HOST_AUTH_METHOD: trust
+          POSTGRES_DB: postgres
+          POSTGRES_USER: postgres
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+    
+    steps:
+      # Ensure secrets don't leak
+      - name: Configure git to hide secrets
+        run: |
+          git config --global core.logAllRefUpdates false
+          git config --global log.hideCredentials true
+      - name: Set up secret masking
+        run: |
+          # Automatically mask any environment variable ending with _KEY
+          for var in $(env | grep '_KEY=' | cut -d= -f1); do
+            value="${!var}"
+            if [[ -n "$value" ]]; then
+              # Mask the full value
+              echo "::add-mask::$value"
+              
+              # Also mask partial values (first and last several characters)
+              # This helps when only parts of keys appear in logs
+              if [[ ${#value} -gt 8 ]]; then
+                echo "::add-mask::${value:0:8}"
+                echo "::add-mask::${value:(-8)}"
+              fi
+              
+              # Also mask with common formatting changes
+              # Some logs might add quotes or other characters
+              echo "::add-mask::\"$value\""
+              echo "::add-mask::$value\""
+              echo "::add-mask::\"$value"
+              
+              echo "Masked secret: $var (length: ${#value})"
+            fi
+          done
+
+      # Check out base repository code, not the PR's code (for security)
+      - name: Checkout base repository
+        uses: actions/checkout@v4 # No ref specified means it uses base branch
+      
+      # Only extract relevant files from the PR (for security, specifically prevent modification of workflow files)
+      - name: Extract PR schema files
+        run: |
+          # Fetch PR without checking it out
+          git fetch origin pull/${{ github.event.pull_request.number }}/head:pr-${{ github.event.pull_request.number }}
+          
+          # Extract ONLY the schema files
+          git checkout pr-${{ github.event.pull_request.number }} -- letta/
+      - name: Set up python 3.12
+        id: setup-python
+        uses: actions/setup-python@v5
+        with:
+          python-version: 3.12
+      - name: Load cached Poetry Binary
+        id: cached-poetry-binary
+        uses: actions/cache@v4
+        with:
+          path: ~/.local
+          key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-1.8.3
+      - name: Install Poetry
+        uses: snok/install-poetry@v1
+        with:
+          version: 1.8.3
+          virtualenvs-create: true
+          virtualenvs-in-project: true
+      - name: Load cached venv
+        id: cached-poetry-dependencies
+        uses: actions/cache@v4
+        with:
+          path: .venv
+          key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}${{ inputs.install-args || '-E dev -E postgres -E external-tools -E tests -E cloud-tool-sandbox' }}
+          # Restore cache with this prefix if not exact match with key
+          # Note cache-hit returns false in this case, so the below step will run
+          restore-keys: |
+            venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-
+      - name: Install dependencies
+        if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
+        shell: bash
+        run: poetry install --no-interaction --no-root ${{ inputs.install-args || '-E dev -E postgres -E external-tools -E tests -E cloud-tool-sandbox -E google' }}
+      - name: Install letta packages via Poetry
+        run: |
+          poetry run pip install --upgrade letta-client letta
+      - name: Migrate database
+        env:
+          LETTA_PG_PORT: 5432
+          LETTA_PG_USER: postgres
+          LETTA_PG_PASSWORD: postgres
+          LETTA_PG_DB: postgres
+          LETTA_PG_HOST: localhost
+        run: |
+          psql -h localhost -U postgres -d postgres -c 'CREATE EXTENSION vector'
+          poetry run alembic upgrade head
+      - name: Run integration tests for ${{ matrix.config_file }}
+        env:
+          LLM_CONFIG_FILE: ${{ matrix.config_file }}
+          LETTA_PG_PORT: 5432
+          LETTA_PG_USER: postgres
+          LETTA_PG_PASSWORD: postgres
+          LETTA_PG_DB: postgres
+          LETTA_PG_HOST: localhost
+          LETTA_SERVER_PASS: test_server_token
+          OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          AZURE_API_KEY: ${{ secrets.AZURE_API_KEY }}
+          AZURE_BASE_URL: ${{ secrets.AZURE_BASE_URL }}
+          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
+          COMPOSIO_API_KEY: ${{ secrets.COMPOSIO_API_KEY }}
+          DEEPSEEK_API_KEY: ${{ secrets.DEEPSEEK_API_KEY }}
+          GOOGLE_CLOUD_PROJECT: ${{ secrets.GOOGLE_CLOUD_PROJECT }}
+          GOOGLE_CLOUD_LOCATION: ${{ secrets.GOOGLE_CLOUD_LOCATION }}
+        run: |
+          poetry run pytest \
+            -s -vv \
+            tests/integration_test_send_message.py \
+            --maxfail=1 --durations=10
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 760be895..3ea08c3c 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -28,7 +28,7 @@ First, install Poetry using [the official instructions here](https://python-poet
 Once Poetry is installed, navigate to the letta directory and install the Letta project with Poetry:
 ```shell
 cd letta
-poetry shell
+eval $(poetry env activate)
 poetry install --all-extras
 ```
 #### Setup PostgreSQL environment (optional)
diff --git a/README.md b/README.md
index 4aa9d728..aa102ba3 100644
--- a/README.md
+++ b/README.md
@@ -8,26 +8,13 @@
 
 <div align="center">
 <h1>Letta (previously MemGPT)</h1>
-
-**☄️ New release: Letta Agent Development Environment (_read more [here](#-access-the-ade-agent-development-environment)_) ☄️**
-
-<p align="center">
-  <picture>
-    <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/letta-ai/letta/refs/heads/main/assets/example_ade_screenshot.png">
-    <source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/letta-ai/letta/refs/heads/main/assets/example_ade_screenshot_light.png">
-    <img alt="Letta logo" src="https://raw.githubusercontent.com/letta-ai/letta/refs/heads/main/assets/example_ade_screenshot.png" width="800">
-  </picture>
-</p>
-
----
-
 <h3>
 
 [Homepage](https://letta.com) // [Documentation](https://docs.letta.com) // [ADE](https://docs.letta.com/agent-development-environment) // [Letta Cloud](https://forms.letta.com/early-access)
 
 </h3>
 
-**👾 Letta** is an open source framework for building stateful LLM applications. You can use Letta to build **stateful agents** with advanced reasoning capabilities and transparent long-term memory. The Letta framework is white box and model-agnostic.
+**👾 Letta** is an open source framework for building **stateful agents** with advanced reasoning capabilities and transparent long-term memory. The Letta framework is white box and model-agnostic.
 
 [![Discord](https://img.shields.io/discord/1161736243340640419?label=Discord&logo=discord&logoColor=5865F2&style=flat-square&color=5865F2)](https://discord.gg/letta)
 [![Twitter Follow](https://img.shields.io/badge/Follow-%40Letta__AI-1DA1F2?style=flat-square&logo=x&logoColor=white)](https://twitter.com/Letta_AI)
@@ -157,7 +144,7 @@ No, the data in your Letta server database stays on your machine. The Letta ADE
 
 > _"Do I have to use your ADE? Can I build my own?"_
 
-The ADE is built on top of the (fully open source) Letta server and Letta Agents API. You can build your own application like the ADE on top of the REST API (view the documention [here](https://docs.letta.com/api-reference)).
+The ADE is built on top of the (fully open source) Letta server and Letta Agents API. You can build your own application like the ADE on top of the REST API (view the documentation [here](https://docs.letta.com/api-reference)).
 
 > _"Can I interact with Letta agents via the CLI?"_
 
diff --git a/dev-compose.yaml b/dev-compose.yaml
index 42239b98..36fd5c54 100644
--- a/dev-compose.yaml
+++ b/dev-compose.yaml
@@ -28,7 +28,6 @@ services:
       - "8083:8083"
       - "8283:8283"
     environment:
-      - SERPAPI_API_KEY=${SERPAPI_API_KEY}
       - LETTA_PG_DB=${LETTA_PG_DB:-letta}
       - LETTA_PG_USER=${LETTA_PG_USER:-letta}
       - LETTA_PG_PASSWORD=${LETTA_PG_PASSWORD:-letta}
diff --git a/examples/docs/example.py b/examples/docs/example.py
index 2f3530a2..f18a0a0c 100644
--- a/examples/docs/example.py
+++ b/examples/docs/example.py
@@ -8,6 +8,7 @@ If you're using Letta Cloud, replace 'baseURL' with 'token'
 See: https://docs.letta.com/api-reference/overview
 
 Execute this script using `poetry run python3 example.py`
+This will install `letta_client` and other dependencies.
 """
 client = Letta(
     base_url="http://localhost:8283",
diff --git a/examples/mcp_example.py b/examples/mcp_example.py
index 9352a1a3..25d1aaf8 100644
--- a/examples/mcp_example.py
+++ b/examples/mcp_example.py
@@ -2,22 +2,33 @@ from pprint import pprint
 
 from letta_client import Letta
 
+# Connect to Letta server
 client = Letta(base_url="http://localhost:8283")
 
+# Use the "everything" mcp server:
+# https://github.com/modelcontextprotocol/servers/tree/main/src/everything
 mcp_server_name = "everything"
 mcp_tool_name = "echo"
 
+# List all McpTool belonging to the "everything" mcp server.
 mcp_tools = client.tools.list_mcp_tools_by_server(
     mcp_server_name=mcp_server_name,
 )
+
+# We can see that "echo" is one of the tools, but it's not
+# a letta tool that can be added to a client (it has no tool id).
 for tool in mcp_tools:
     pprint(tool)
 
+# Create a Tool (with a tool id) using the server and tool names.
 mcp_tool = client.tools.add_mcp_tool(
     mcp_server_name=mcp_server_name,
     mcp_tool_name=mcp_tool_name
 )
 
+# Create an agent with the tool, using tool.id -- note that
+# this is the ONLY tool in the agent, you typically want to
+# also include the default tools.
 agent = client.agents.create(
     memory_blocks=[
         {
@@ -31,6 +42,7 @@ agent = client.agents.create(
 )
 print(f"Created agent id {agent.id}")
 
+# Ask the agent to call the tool.
 response = client.agents.messages.create(
     agent_id=agent.id,
     messages=[
diff --git a/examples/notebooks/Customizing memory management.ipynb b/examples/notebooks/Customizing memory management.ipynb
index af167dce..2df343b4 100644
--- a/examples/notebooks/Customizing memory management.ipynb	
+++ b/examples/notebooks/Customizing memory management.ipynb	
@@ -253,15 +253,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "id": "7808912f-831b-4cdc-8606-40052eb809b4",
    "metadata": {},
    "outputs": [],
    "source": [
-    "from typing import Optional, List\n",
+    "from typing import Optional, List, TYPE_CHECKING\n",
     "import json\n",
     "\n",
-    "def task_queue_push(self: \"Agent\", task_description: str):\n",
+    "if TYPE_CHECKING:\n",
+    "    from letta import AgentState\n",
+    "\n",
+    "def task_queue_push(agent_state: \"AgentState\", task_description: str):\n",
     "    \"\"\"\n",
     "    Push to a task queue stored in core memory. \n",
     "\n",
@@ -273,12 +276,12 @@
     "        does not produce a response.\n",
     "    \"\"\"\n",
     "    import json\n",
-    "    tasks = json.loads(self.memory.get_block(\"tasks\").value)\n",
+    "    tasks = json.loads(agent_state.memory.get_block(\"tasks\").value)\n",
     "    tasks.append(task_description)\n",
-    "    self.memory.update_block_value(\"tasks\", json.dumps(tasks))\n",
+    "    agent_state.memory.update_block_value(\"tasks\", json.dumps(tasks))\n",
     "    return None\n",
     "\n",
-    "def task_queue_pop(self: \"Agent\"):\n",
+    "def task_queue_pop(agent_state: \"AgentState\"):\n",
     "    \"\"\"\n",
     "    Get the next task from the task queue \n",
     "\n",
@@ -288,12 +291,12 @@
     "        None (the task queue is empty)\n",
     "    \"\"\"\n",
     "    import json\n",
-    "    tasks = json.loads(self.memory.get_block(\"tasks\").value)\n",
+    "    tasks = json.loads(agent_state.memory.get_block(\"tasks\").value)\n",
     "    if len(tasks) == 0: \n",
     "        return None\n",
     "    task = tasks[0]\n",
     "    print(\"CURRENT TASKS: \", tasks)\n",
-    "    self.memory.update_block_value(\"tasks\", json.dumps(tasks[1:]))\n",
+    "    agent_state.memory.update_block_value(\"tasks\", json.dumps(tasks[1:]))\n",
     "    return task\n",
     "\n",
     "push_task_tool = client.tools.upsert_from_function(func=task_queue_push)\n",
@@ -310,7 +313,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "id": "135fcf3e-59c4-4da3-b86b-dbffb21aa343",
    "metadata": {},
    "outputs": [],
@@ -336,10 +339,12 @@
     "        ),\n",
     "        CreateBlock(\n",
     "            label=\"tasks\",\n",
-    "            value=\"\",\n",
+    "            value=\"[]\",\n",
     "        ),\n",
     "    ],\n",
     "    tool_ids=[push_task_tool.id, pop_task_tool.id],\n",
+    "    model=\"letta/letta-free\",\n",
+    "    embedding=\"letta/letta-free\",\n",
     ")"
    ]
   },
diff --git a/letta/__init__.py b/letta/__init__.py
index f4ba592d..0ed266b2 100644
--- a/letta/__init__.py
+++ b/letta/__init__.py
@@ -7,6 +7,7 @@ except PackageNotFoundError:
     # Fallback for development installations
     __version__ = "0.8.10"
 
+
 if os.environ.get("LETTA_VERSION"):
     __version__ = os.environ["LETTA_VERSION"]
 
@@ -14,7 +15,7 @@ if os.environ.get("LETTA_VERSION"):
 # import clients
 from letta.client.client import RESTClient
 
-# # imports for easier access
+# imports for easier access
 from letta.schemas.agent import AgentState
 from letta.schemas.block import Block
 from letta.schemas.embedding_config import EmbeddingConfig
diff --git a/letta/__main__.py b/letta/__main__.py
deleted file mode 100644
index 89f11424..00000000
--- a/letta/__main__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from .main import app
-
-app()
diff --git a/letta/embeddings.py b/letta/embeddings.py
index 776671b5..54181577 100644
--- a/letta/embeddings.py
+++ b/letta/embeddings.py
@@ -235,7 +235,9 @@ def embedding_model(config: EmbeddingConfig, user_id: Optional[uuid.UUID] = None
 
     if endpoint_type == "openai":
         return OpenAIEmbeddings(
-            api_key=model_settings.openai_api_key, model=config.embedding_model, base_url=model_settings.openai_api_base
+            api_key=model_settings.openai_api_key,
+            model=config.embedding_model,
+            base_url=model_settings.openai_api_base,
         )
 
     elif endpoint_type == "azure":
diff --git a/letta/functions/function_sets/base.py b/letta/functions/function_sets/base.py
index 2748f72c..f70ecb31 100644
--- a/letta/functions/function_sets/base.py
+++ b/letta/functions/function_sets/base.py
@@ -46,7 +46,7 @@ def conversation_search(self: "Agent", query: str, page: Optional[int] = 0) -> O
     count = RETRIEVAL_QUERY_DEFAULT_PAGE_SIZE
     # TODO: add paging by page number. currently cursor only works with strings.
     # original: start=page * count
-    messages = self.message_manager.list_user_messages_for_agent(
+    messages = self.message_manager.list_messages_for_agent(
         agent_id=self.agent_state.id,
         actor=self.user,
         query_text=query,
diff --git a/letta/llm_api/anthropic.py b/letta/llm_api/anthropic.py
index 2fb9b865..81b7ccd3 100644
--- a/letta/llm_api/anthropic.py
+++ b/letta/llm_api/anthropic.py
@@ -55,7 +55,19 @@ BASE_URL = "https://api.anthropic.com/v1"
 # https://docs.anthropic.com/claude/docs/models-overview
 # Sadly hardcoded
 MODEL_LIST = [
-    ## Opus 3
+    {
+        "name": "claude-opus-4-20250514",
+        "context_window": 200000,
+    },
+    {
+        "name": "claude-sonnet-4-20250514",
+        "context_window": 200000,
+    },
+    {
+        "name": "claude-3-5-haiku-20241022",
+        "context_window": 200000,
+    },
+    ## Opus
     {
         "name": "claude-3-opus-20240229",
         "context_window": 200000,
diff --git a/letta/llm_api/anthropic_client.py b/letta/llm_api/anthropic_client.py
index 9e940fe4..2d2c1017 100644
--- a/letta/llm_api/anthropic_client.py
+++ b/letta/llm_api/anthropic_client.py
@@ -246,7 +246,8 @@ class AnthropicClient(LLMClientBase):
         # Move 'system' to the top level
         if messages[0].role != "system":
             raise RuntimeError(f"First message is not a system message, instead has role {messages[0].role}")
-        data["system"] = messages[0].content if isinstance(messages[0].content, str) else messages[0].content[0].text
+        system_content = messages[0].content if isinstance(messages[0].content, str) else messages[0].content[0].text
+        data["system"] = self._add_cache_control_to_system_message(system_content)
         data["messages"] = [
             m.to_anthropic_dict(
                 inner_thoughts_xml_tag=inner_thoughts_xml_tag,
@@ -503,6 +504,22 @@ class AnthropicClient(LLMClientBase):
 
         return chat_completion_response
 
+    def _add_cache_control_to_system_message(self, system_content):
+        """Add cache control to system message content"""
+        if isinstance(system_content, str):
+            # For string content, convert to list format with cache control
+            return [{"type": "text", "text": system_content, "cache_control": {"type": "ephemeral"}}]
+        elif isinstance(system_content, list):
+            # For list content, add cache control to the last text block
+            cached_content = system_content.copy()
+            for i in range(len(cached_content) - 1, -1, -1):
+                if cached_content[i].get("type") == "text":
+                    cached_content[i]["cache_control"] = {"type": "ephemeral"}
+                    break
+            return cached_content
+
+        return system_content
+
 
 def convert_tools_to_anthropic_format(tools: List[OpenAITool]) -> List[dict]:
     """See: https://docs.anthropic.com/claude/docs/tool-use
diff --git a/letta/schemas/llm_config.py b/letta/schemas/llm_config.py
index cccf93b0..342b8d8e 100644
--- a/letta/schemas/llm_config.py
+++ b/letta/schemas/llm_config.py
@@ -75,7 +75,8 @@ class LLMConfig(BaseModel):
         description="The reasoning effort to use when generating text reasoning models",
     )
     max_reasoning_tokens: int = Field(
-        0, description="Configurable thinking budget for extended thinking, only used if enable_reasoner is True. Minimum value is 1024."
+        0,
+        description="Configurable thinking budget for extended thinking. Used for enable_reasoner and also for Google Vertex models like Gemini 2.5 Flash. Minimum value is 1024 when used with enable_reasoner.",
     )
     frequency_penalty: Optional[float] = Field(
         None,  # Can also deafult to 0.0?
diff --git a/letta/server/rest_api/routers/openai/chat_completions/chat_completions.py b/letta/server/rest_api/routers/openai/chat_completions/chat_completions.py
index 86a0b54f..75579145 100644
--- a/letta/server/rest_api/routers/openai/chat_completions/chat_completions.py
+++ b/letta/server/rest_api/routers/openai/chat_completions/chat_completions.py
@@ -30,9 +30,7 @@ logger = get_logger(__name__)
     responses={
         200: {
             "description": "Successful response",
-            "content": {
-                "text/event-stream": {"description": "Server-Sent Events stream"},
-            },
+            "content": {"text/event-stream": {}},
         }
     },
 )
diff --git a/letta/server/rest_api/routers/v1/tools.py b/letta/server/rest_api/routers/v1/tools.py
index 4feec778..59b93a4e 100644
--- a/letta/server/rest_api/routers/v1/tools.py
+++ b/letta/server/rest_api/routers/v1/tools.py
@@ -105,6 +105,21 @@ async def list_tools(
         raise HTTPException(status_code=500, detail=str(e))
 
 
+@router.get("/count", response_model=int, operation_id="count_tools")
+def count_tools(
+    server: SyncServer = Depends(get_letta_server),
+    actor_id: Optional[str] = Header(None, alias="user_id"),
+):
+    """
+    Get a count of all tools available to agents belonging to the org of the user
+    """
+    try:
+        return server.tool_manager.size(actor=server.user_manager.get_user_or_default(user_id=actor_id))
+    except Exception as e:
+        print(f"Error occurred: {e}")
+        raise HTTPException(status_code=500, detail=str(e))
+
+
 @router.post("/", response_model=Tool, operation_id="create_tool")
 async def create_tool(
     request: ToolCreate = Body(...),
diff --git a/letta/server/rest_api/routers/v1/voice.py b/letta/server/rest_api/routers/v1/voice.py
index e33bf9bf..a8b172de 100644
--- a/letta/server/rest_api/routers/v1/voice.py
+++ b/letta/server/rest_api/routers/v1/voice.py
@@ -25,9 +25,7 @@ logger = get_logger(__name__)
     responses={
         200: {
             "description": "Successful response",
-            "content": {
-                "text/event-stream": {"description": "Server-Sent Events stream"},
-            },
+            "content": {"text/event-stream": {}},
         }
     },
 )
diff --git a/letta/services/agent_manager.py b/letta/services/agent_manager.py
index ac41f37d..3e17740f 100644
--- a/letta/services/agent_manager.py
+++ b/letta/services/agent_manager.py
@@ -2732,7 +2732,7 @@ class AgentManager:
         agent_state = await self.rebuild_system_prompt_async(agent_id=agent_id, actor=actor, force=True)
         calculator = ContextWindowCalculator()
 
-        if os.getenv("LETTA_ENVIRONMENT") == "PRODUCTION" or agent_state.llm_config.model_endpoint_type == "anthropic":
+        if os.getenv("LETTA_ENVIRONMENT") == "PRODUCTION" and agent_state.llm_config.model_endpoint_type == "anthropic":
             anthropic_client = LLMClient.create(provider_type=ProviderType.anthropic, actor=actor)
             model = agent_state.llm_config.model if agent_state.llm_config.model_endpoint_type == "anthropic" else None
 
diff --git a/poetry.lock b/poetry.lock
index 2336811d..84c51b99 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,12 +1,13 @@
 # This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
-
 [[package]]
 name = "aioboto3"
 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"},
@@ -26,6 +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"},
@@ -51,6 +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"},
@@ -62,6 +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"},
@@ -69,96 +75,102 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.16"
+version = "3.12.13"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "aiohttp-3.11.16-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb46bb0f24813e6cede6cc07b1961d4b04f331f7112a23b5e21f567da4ee50aa"},
-    {file = "aiohttp-3.11.16-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:54eb3aead72a5c19fad07219acd882c1643a1027fbcdefac9b502c267242f955"},
-    {file = "aiohttp-3.11.16-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:38bea84ee4fe24ebcc8edeb7b54bf20f06fd53ce4d2cc8b74344c5b9620597fd"},
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+    {file = "aiohttp-3.12.13.tar.gz", hash = "sha256:47e2da578528264a12e4e3dd8dd72a7289e5f812758fe086473fab037a10fcce"},
 ]
 
 [package.dependencies]
-aiohappyeyeballs = ">=2.3.0"
+aiohappyeyeballs = ">=2.5.0"
 aiosignal = ">=1.1.2"
 async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
@@ -168,7 +180,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiohttp-retry"
@@ -176,6 +188,7 @@ version = "2.9.1"
 description = "Simple retry client for aiohttp"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "aiohttp_retry-2.9.1-py3-none-any.whl", hash = "sha256:66d2759d1921838256a05a3f80ad7e724936f083e35be5abb5e16eed6be6dc54"},
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@@ -190,6 +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"},
@@ -205,43 +220,67 @@ 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]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
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+    {file = "aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"},
+    {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
+
+[[package]]
+name = "aiosqlite"
+version = "0.21.0"
+description = "asyncio bridge to the standard sqlite3 module"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"},
+    {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"},
+]
+
+[package.dependencies]
+typing_extensions = ">=4.0"
+
+[package.extras]
+dev = ["attribution (==1.7.1)", "black (==24.3.0)", "build (>=1.2)", "coverage[toml] (==7.6.10)", "flake8 (==7.0.0)", "flake8-bugbear (==24.12.12)", "flit (==3.10.1)", "mypy (==1.14.1)", "ufmt (==2.5.1)", "usort (==1.0.8.post1)"]
+docs = ["sphinx (==8.1.3)", "sphinx-mdinclude (==0.6.1)"]
 
 [[package]]
 name = "alembic"
-version = "1.15.2"
+version = "1.16.2"
 description = "A database migration tool for SQLAlchemy."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "alembic-1.15.2-py3-none-any.whl", hash = "sha256:2e76bd916d547f6900ec4bb5a90aeac1485d2c92536923d0b138c02b126edc53"},
-    {file = "alembic-1.15.2.tar.gz", hash = "sha256:1c72391bbdeffccfe317eefba686cb9a3c078005478885413b95c3b26c57a8a7"},
+    {file = "alembic-1.16.2-py3-none-any.whl", hash = "sha256:5f42e9bd0afdbd1d5e3ad856c01754530367debdebf21ed6894e34af52b3bb03"},
+    {file = "alembic-1.16.2.tar.gz", hash = "sha256:e53c38ff88dadb92eb22f8b150708367db731d58ad7e9d417c9168ab516cbed8"},
 ]
 
 [package.dependencies]
 Mako = "*"
 SQLAlchemy = ">=1.4.0"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 typing-extensions = ">=4.12"
 
 [package.extras]
@@ -253,6 +292,7 @@ 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"},
@@ -264,6 +304,7 @@ 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"},
@@ -288,6 +329,7 @@ version = "4.9.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
     {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
@@ -301,7 +343,7 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
 doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -310,6 +352,8 @@ 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"},
@@ -321,6 +365,7 @@ 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"},
@@ -337,7 +382,7 @@ 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"]
@@ -348,6 +393,7 @@ 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"},
@@ -362,6 +408,8 @@ 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 == \"desktop\" 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"},
@@ -373,10 +421,12 @@ 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)"]
@@ -388,17 +438,34 @@ version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
+[[package]]
+name = "async-timeout"
+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"},
+]
+
 [[package]]
 name = "asyncpg"
 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"},
@@ -456,8 +523,8 @@ async-timeout = {version = ">=4.0.3", markers = "python_version < \"3.11.0\""}
 
 [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"
@@ -465,18 +532,19 @@ 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 == \"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]"]
 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"
@@ -484,6 +552,8 @@ 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"},
@@ -495,13 +565,14 @@ tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "banks"
-version = "2.1.1"
+version = "2.1.3"
 description = "A prompt programming language"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "banks-2.1.1-py3-none-any.whl", hash = "sha256:06e4ee46a0ff2fcdf5f64a5f028a7b7ceb719d5c7b9339f5aa90b24936fbb7f5"},
-    {file = "banks-2.1.1.tar.gz", hash = "sha256:95ec9c8f3c173c9f1c21eb2451ba0e21dda87f1ceb738854fabadb54bc387b86"},
+    {file = "banks-2.1.3-py3-none-any.whl", hash = "sha256:9e1217dc977e6dd1ce42c5ff48e9bcaf238d788c81b42deb6a555615ffcffbab"},
+    {file = "banks-2.1.3.tar.gz", hash = "sha256:c0dd2cb0c5487274a513a552827e6a8ddbd0ab1a1b967f177e71a6e4748a3ed2"},
 ]
 
 [package.dependencies]
@@ -520,6 +591,7 @@ 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"},
@@ -580,13 +652,14 @@ typecheck = ["mypy"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.13.3"
+version = "4.13.4"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main"]
 files = [
-    {file = "beautifulsoup4-4.13.3-py3-none-any.whl", hash = "sha256:99045d7d3f08f91f0d656bc9b7efbae189426cd913d830294a15eefa0ea4df16"},
-    {file = "beautifulsoup4-4.13.3.tar.gz", hash = "sha256:1bd32405dacc920b42b83ba01644747ed77456a65760e285fbc47633ceddaf8b"},
+    {file = "beautifulsoup4-4.13.4-py3-none-any.whl", hash = "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b"},
+    {file = "beautifulsoup4-4.13.4.tar.gz", hash = "sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195"},
 ]
 
 [package.dependencies]
@@ -619,6 +692,7 @@ 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"},
@@ -667,6 +741,8 @@ version = "1.9.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\""
 files = [
     {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"},
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
@@ -678,6 +754,8 @@ version = "1.37.3"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"bedrock\""
 files = [
     {file = "boto3-1.37.3-py3-none-any.whl", hash = "sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794"},
     {file = "boto3-1.37.3.tar.gz", hash = "sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be"},
@@ -697,6 +775,8 @@ version = "1.37.3"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"bedrock\""
 files = [
     {file = "botocore-1.37.3-py3-none-any.whl", hash = "sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e"},
     {file = "botocore-1.37.3.tar.gz", hash = "sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4"},
@@ -716,6 +796,7 @@ 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"},
@@ -727,6 +808,10 @@ files = [
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 ]
+markers = {dev = "implementation_name == \"pypy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -909,6 +1037,8 @@ version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"dev\" or extra == \"all\""
 files = [
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@@ -916,103 +1046,104 @@ files = [
 
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 name = "charset-normalizer"
-version = "3.4.1"
+version = "3.4.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
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 ]
 
 [[package]]
@@ -1021,6 +1152,7 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
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@@ -1035,6 +1167,7 @@ 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 = [
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@@ -1046,6 +1179,7 @@ version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
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@@ -1059,13 +1193,14 @@ test = ["pytest"]
 
 [[package]]
 name = "composio-core"
-version = "0.7.15"
+version = "0.7.20"
 description = "Core package to act as a bridge between composio platform and other services."
 optional = false
 python-versions = "<4,>=3.9"
+groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1077,6 +1212,7 @@ inflection = ">=0.5.1"
 jsonref = ">=1.1.0"
 jsonschema = ">=4.21.1,<5"
 paramiko = ">=3.4.1"
+Pillow = ">=10.2.0,<11"
 pydantic = ">=2.6.4"
 pyperclip = ">=1.8.2,<2"
 pysher = "1.0.8"
@@ -1088,7 +1224,7 @@ sentry-sdk = ">=2.0.0"
 uvicorn = "*"
 
 [package.extras]
-all = ["aiohttp", "click", "diskcache", "docker (>=7.1.0)", "e2b (>=0.17.2a37,<1.1.0)", "e2b-code-interpreter", "fastapi", "flake8", "gql", "importlib-metadata (>=4.8.1)", "inflection (>=0.5.1)", "jsonref (>=1.1.0)", "jsonschema (>=4.21.1,<5)", "networkx", "paramiko (>=3.4.1)", "pathspec", "pydantic (>=2.6.4)", "pygments", "pyperclip (>=1.8.2,<2)", "pysher (==1.0.8)", "pyyaml (>=6.0.2)", "requests (>=2.31.0,<3)", "requests_toolbelt", "rich (>=13.7.1,<14)", "ruff", "semver (>=2.13.0)", "sentry-sdk (>=2.0.0)", "transformers", "uvicorn"]
+all = ["Pillow (>=10.2.0,<11)", "aiohttp", "click", "diskcache", "docker (>=7.1.0)", "e2b (>=0.17.2a37,<1.1.0)", "e2b-code-interpreter", "fastapi", "flake8", "gql", "importlib-metadata (>=4.8.1)", "inflection (>=0.5.1)", "jsonref (>=1.1.0)", "jsonschema (>=4.21.1,<5)", "networkx", "paramiko (>=3.4.1)", "pathspec", "pydantic (>=2.6.4)", "pygments", "pyperclip (>=1.8.2,<2)", "pysher (==1.0.8)", "pyyaml (>=6.0.2)", "requests (>=2.31.0,<3)", "requests_toolbelt", "rich (>=13.7.1,<14)", "ruff", "semver (>=2.13.0)", "sentry-sdk (>=2.0.0)", "transformers", "uvicorn"]
 docker = ["docker (>=7.1.0)"]
 e2b = ["e2b (>=0.17.2a37,<1.1.0)", "e2b-code-interpreter"]
 flyio = ["gql", "requests_toolbelt"]
@@ -1117,6 +1253,7 @@ version = "1.3.2"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
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@@ -1189,59 +1326,62 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
 
 [[package]]
 name = "cryptography"
-version = "44.0.2"
+version = "45.0.5"
 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 = [
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 [package.dependencies]
-cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
+cffi = {version = ">=1.14", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
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 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
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 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -1250,6 +1390,7 @@ version = "0.12.1"
 description = "Composable style cycles"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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@@ -1265,6 +1406,7 @@ version = "0.6.7"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
 python-versions = "<4.0,>=3.7"
+groups = ["main"]
 files = [
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@@ -1280,6 +1422,7 @@ version = "0.25.9"
 description = "Datamodel Code Generator"
 optional = false
 python-versions = "<4.0,>=3.7"
+groups = ["main"]
 files = [
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 packaging = "*"
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 ]
 pyyaml = ">=6.0.1"
@@ -1310,37 +1453,38 @@ validation = ["openapi-spec-validator (>=0.2.8,<0.7.0)", "prance (>=0.18.2)"]
 
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -1349,10 +1493,12 @@ version = "5.2.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
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 ]
+markers = {main = "extra == \"dev\" or extra == \"all\""}
 
 [[package]]
 name = "demjson3"
@@ -1360,6 +1506,7 @@ 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"},
 ]
@@ -1370,6 +1517,7 @@ 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"},
@@ -1379,7 +1527,7 @@ 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"
@@ -1387,6 +1535,7 @@ 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"},
@@ -1398,6 +1547,8 @@ version = "0.3.9"
 description = "Distribution utilities"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"dev\" or extra == \"all\""
 files = [
     {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
     {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
@@ -1409,6 +1560,7 @@ 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"},
@@ -1420,6 +1572,7 @@ 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"},
@@ -1440,6 +1593,8 @@ 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"},
@@ -1462,6 +1617,7 @@ 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"},
@@ -1469,13 +1625,15 @@ files = [
 
 [[package]]
 name = "e2b"
-version = "1.3.3"
+version = "1.5.4"
 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-1.3.3-py3-none-any.whl", hash = "sha256:1f851345fd22abc1f16fb82197e88786909323edfd140a7a17b8a6ed4bd4ef03"},
-    {file = "e2b-1.3.3.tar.gz", hash = "sha256:b0afb2e3b8edaade44a50d40dbf8934cbd9e2bc3c1c214ce11dbfd9e1d6815b0"},
+    {file = "e2b-1.5.4-py3-none-any.whl", hash = "sha256:9c8d22f9203311dff890e037823596daaba3d793300238117f2efc5426888f2c"},
+    {file = "e2b-1.5.4.tar.gz", hash = "sha256:49f1c115d0198244beef5854d19cc857fda9382e205f137b98d3dae0e7e0b2d2"},
 ]
 
 [package.dependencies]
@@ -1483,24 +1641,26 @@ attrs = ">=23.2.0"
 httpcore = ">=1.0.5,<2.0.0"
 httpx = ">=0.27.0,<1.0.0"
 packaging = ">=24.1"
-protobuf = ">=3.20.0,<6.0.0"
+protobuf = ">=5.29.4,<6.0.0"
 python-dateutil = ">=2.8.2"
 typing-extensions = ">=4.1.0"
 
 [[package]]
 name = "e2b-code-interpreter"
-version = "1.2.0"
+version = "1.5.1"
 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-1.2.0-py3-none-any.whl", hash = "sha256:4f94ba29eceada30ec7d379f76b243d69b76da6b67324b986778743346446505"},
-    {file = "e2b_code_interpreter-1.2.0.tar.gz", hash = "sha256:9e02d043ab5986232a684018d718014bd5038b421b04a8726952094ef0387e78"},
+    {file = "e2b_code_interpreter-1.5.1-py3-none-any.whl", hash = "sha256:c8ee6f77bcb9c53422df336abbd37d5bf6318c3967b87444b39e3428a54c5e08"},
+    {file = "e2b_code_interpreter-1.5.1.tar.gz", hash = "sha256:e39485dd2ffb148a902e8c05c8f573feeb7ca87f8498f02a4db65630e76364e1"},
 ]
 
 [package.dependencies]
 attrs = ">=21.3.0"
-e2b = ">=1.3.1,<2.0.0"
+e2b = ">=1.4.0,<2.0.0"
 httpx = ">=0.20.0,<1.0.0"
 
 [[package]]
@@ -1509,6 +1669,7 @@ 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"},
@@ -1524,6 +1685,7 @@ 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"},
@@ -1534,15 +1696,20 @@ tests = ["pytest"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.2"
+version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev", "dev,tests"]
+markers = "python_version == \"3.10\""
 files = [
-    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
-    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
+    {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
+    {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
 [package.extras]
 test = ["pytest (>=6)"]
 
@@ -1552,13 +1719,15 @@ 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"
@@ -1566,6 +1735,7 @@ 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"},
@@ -1576,13 +1746,14 @@ tzdata = "*"
 
 [[package]]
 name = "fastapi"
-version = "0.115.12"
+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-0.115.12-py3-none-any.whl", hash = "sha256:e94613d6c05e27be7ffebdd6ea5f388112e5e430c8f7d6494a9d1d88d43e814d"},
-    {file = "fastapi-0.115.12.tar.gz", hash = "sha256:1e2c2a2646905f9e83d32f04a3f86aff4a286669c6c950ca95b5fd68c2602681"},
+    {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
+    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
 ]
 
 [package.dependencies]
@@ -1600,6 +1771,8 @@ 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"},
@@ -1608,7 +1781,7 @@ 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"
@@ -1616,6 +1789,7 @@ 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"},
@@ -1623,13 +1797,15 @@ files = [
 
 [[package]]
 name = "firecrawl-py"
-version = "2.8.0"
+version = "2.15.0"
 description = "Python SDK for Firecrawl API"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"external-tools\""
 files = [
-    {file = "firecrawl_py-2.8.0-py3-none-any.whl", hash = "sha256:f2e148086aa1ca42f603a56009577b4f66a2c23893eaa71f7c9c0082b4fdcf60"},
-    {file = "firecrawl_py-2.8.0.tar.gz", hash = "sha256:657795b6ddd63f0bd38b38bf0571187e0a66becda23d97c032801895257403c9"},
+    {file = "firecrawl_py-2.15.0-py3-none-any.whl", hash = "sha256:6e4c53f029fe4784854549cf2760a7ea6a7faa2a098ce9fd49dd85e2f7004186"},
+    {file = "firecrawl_py-2.15.0.tar.gz", hash = "sha256:8bc8eea586f1fc81bac8692faa34f362050ff8045298b71d04140239c843349b"},
 ]
 
 [package.dependencies]
@@ -1642,21 +1818,24 @@ websockets = "*"
 
 [[package]]
 name = "flask"
-version = "3.1.0"
+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-3.1.0-py3-none-any.whl", hash = "sha256:d667207822eb83f1c4b50949b1623c8fc8d51f2341d65f72e1a1815397551136"},
-    {file = "flask-3.1.0.tar.gz", hash = "sha256:5f873c5184c897c8d9d1b05df1e3d01b14910ce69607a117bd3277098a5836ac"},
+    {file = "flask-3.1.1-py3-none-any.whl", hash = "sha256:07aae2bb5eaf77993ef57e357491839f5fd9f4dc281593a81a9e4d79a24f295c"},
+    {file = "flask-3.1.1.tar.gz", hash = "sha256:284c7b8f2f58cb737f0cf1c30fd7eaf0ccfcde196099d24ecede3fc2005aa59e"},
 ]
 
 [package.dependencies]
-blinker = ">=1.9"
+blinker = ">=1.9.0"
 click = ">=8.1.3"
-itsdangerous = ">=2.2"
-Jinja2 = ">=3.1.2"
-Werkzeug = ">=3.1"
+itsdangerous = ">=2.2.0"
+jinja2 = ">=3.1.2"
+markupsafe = ">=2.1.1"
+werkzeug = ">=3.1.0"
 
 [package.extras]
 async = ["asgiref (>=3.2)"]
@@ -1664,13 +1843,15 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "flask-cors"
-version = "5.0.1"
+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-5.0.1-py3-none-any.whl", hash = "sha256:fa5cb364ead54bbf401a26dbf03030c6b18fb2fcaf70408096a572b409586b0c"},
-    {file = "flask_cors-5.0.1.tar.gz", hash = "sha256:6ccb38d16d6b72bbc156c1c3f192bc435bfcc3c2bc864b2df1eb9b2d97b2403c"},
+    {file = "flask_cors-6.0.1-py3-none-any.whl", hash = "sha256:c7b2cbfb1a31aa0d2e5341eea03a6805349f7a61647daee1a15c46bbe981494c"},
+    {file = "flask_cors-6.0.1.tar.gz", hash = "sha256:d81bcb31f07b0985be7f48406247e9243aced229b7747219160a0559edd678db"},
 ]
 
 [package.dependencies]
@@ -1683,6 +1864,8 @@ 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"},
@@ -1694,187 +1877,194 @@ Werkzeug = ">=1.0.1"
 
 [[package]]
 name = "fonttools"
-version = "4.57.0"
+version = "4.58.5"
 description = "Tools to manipulate font files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "fonttools-4.57.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:babe8d1eb059a53e560e7bf29f8e8f4accc8b6cfb9b5fd10e485bde77e71ef41"},
-    {file = "fonttools-4.57.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:81aa97669cd726349eb7bd43ca540cf418b279ee3caba5e2e295fb4e8f841c02"},
-    {file = "fonttools-4.57.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f0e9618630edd1910ad4f07f60d77c184b2f572c8ee43305ea3265675cbbfe7e"},
-    {file = "fonttools-4.57.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:34687a5d21f1d688d7d8d416cb4c5b9c87fca8a1797ec0d74b9fdebfa55c09ab"},
-    {file = "fonttools-4.57.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:69ab81b66ebaa8d430ba56c7a5f9abe0183afefd3a2d6e483060343398b13fb1"},
-    {file = "fonttools-4.57.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:d639397de852f2ccfb3134b152c741406752640a266d9c1365b0f23d7b88077f"},
-    {file = "fonttools-4.57.0-cp310-cp310-win32.whl", hash = "sha256:cc066cb98b912f525ae901a24cd381a656f024f76203bc85f78fcc9e66ae5aec"},
-    {file = "fonttools-4.57.0-cp310-cp310-win_amd64.whl", hash = "sha256:7a64edd3ff6a7f711a15bd70b4458611fb240176ec11ad8845ccbab4fe6745db"},
-    {file = "fonttools-4.57.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:3871349303bdec958360eedb619169a779956503ffb4543bb3e6211e09b647c4"},
-    {file = "fonttools-4.57.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c59375e85126b15a90fcba3443eaac58f3073ba091f02410eaa286da9ad80ed8"},
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 description = "GenSON is a powerful, user-friendly JSON Schema generator."
 optional = false
 python-versions = "*"
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 [package.dependencies]
 cffi = {version = ">=1.17.1", markers = "platform_python_implementation == \"CPython\" and sys_platform == \"win32\""}
-greenlet = {version = ">=3.1.1", markers = "platform_python_implementation == \"CPython\""}
+greenlet = {version = ">=3.2.2", markers = "platform_python_implementation == \"CPython\""}
 "zope.event" = "*"
 "zope.interface" = "*"
 
 [package.extras]
-dnspython = ["dnspython (>=1.16.0,<2.0)", "idna"]
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 docs = ["furo", "repoze.sphinx.autointerface", "sphinx", "sphinxcontrib-programoutput", "zope.schema"]
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+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\""]
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 [[package]]
 name = "geventhttpclient"
-version = "2.3.3"
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 description = "HTTP client library for gevent"
 optional = true
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -2082,13 +2278,15 @@ examples = ["oauth2"]
 
 [[package]]
 name = "google-auth"
-version = "2.38.0"
+version = "2.40.3"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
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+    {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"},
 ]
 
 [package.dependencies]
@@ -2097,22 +2295,26 @@ pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["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.dev0)"]
+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"]
+urllib3 = ["packaging", "urllib3"]
 
 [[package]]
 name = "google-genai"
-version = "1.15.0"
+version = "1.24.0"
 description = "GenAI Python SDK"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
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 ]
 
 [package.dependencies]
@@ -2121,18 +2323,23 @@ google-auth = ">=2.14.1,<3.0.0"
 httpx = ">=0.28.1,<1.0.0"
 pydantic = ">=2.0.0,<3.0.0"
 requests = ">=2.28.1,<3.0.0"
+tenacity = ">=8.2.3,<9.0.0"
 typing-extensions = ">=4.11.0,<5.0.0"
 websockets = ">=13.0.0,<15.1.0"
 
+[package.extras]
+aiohttp = ["aiohttp (<4.0.0)"]
+
 [[package]]
 name = "googleapis-common-protos"
-version = "1.69.2"
+version = "1.70.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2143,91 +2350,114 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "granian"
-version = "2.3.2"
+version = "2.4.1"
 description = "A Rust HTTP server for Python applications"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"experimental\" or extra == \"all\""
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 [package.dependencies]
@@ -2236,92 +2466,76 @@ uvloop = {version = ">=0.18.0", optional = true, markers = "platform_python_impl
 watchfiles = {version = ">=1.0,<2.0", optional = true, markers = "extra == \"reload\""}
 
 [package.extras]
-all = ["granian[pname,reload]"]
+all = ["granian[dotenv,pname,reload]"]
+dotenv = ["python-dotenv (>=1.1,<2.0)"]
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 reload = ["watchfiles (>=1.0,<2.0)"]
-rloop = ["rloop (>=0.1,<1.0)"]
-uvloop = ["uvloop (>=0.18.0)"]
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+uvloop = ["uvloop (>=0.18.0) ; platform_python_implementation == \"CPython\" and sys_platform != \"win32\""]
 
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@@ -2330,13 +2544,14 @@ test = ["objgraph", "psutil"]
 
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 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."
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+    {file = "grpcio_tools-1.71.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:b3312bdd5952bba2ef8e4314b2e2f886fa23b2f6d605cd56097605ae65d30515"},
+    {file = "grpcio_tools-1.71.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:085de63843946b967ae561e7dd832fa03147f01282f462a0a0cbe1571d9ee986"},
+    {file = "grpcio_tools-1.71.2-cp39-cp39-win32.whl", hash = "sha256:c1ff5f79f49768d4c561508b62878f27198b3420a87390e0c51969b8dbfcfca8"},
+    {file = "grpcio_tools-1.71.2-cp39-cp39-win_amd64.whl", hash = "sha256:c3e02b345cf96673dcf77599a61482f68c318a62c9cde20a5ae0882619ff8c98"},
+    {file = "grpcio_tools-1.71.2.tar.gz", hash = "sha256:b5304d65c7569b21270b568e404a5a843cf027c66552a6a0978b23f137679c09"},
 ]
 
 [package.dependencies]
-grpcio = ">=1.71.0"
+grpcio = ">=1.71.2"
 protobuf = ">=5.26.1,<6.0dev"
 setuptools = "*"
 
 [[package]]
 name = "h11"
-version = "0.14.0"
+version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
-    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
+    {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
+    {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
 ]
 
 [[package]]
@@ -2487,6 +2705,7 @@ 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"},
@@ -2494,18 +2713,19 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.7"
+version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
-    {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
+    {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
+    {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
 ]
 
 [package.dependencies]
 certifi = "*"
-h11 = ">=0.13,<0.15"
+h11 = ">=0.16"
 
 [package.extras]
 asyncio = ["anyio (>=4.0,<5.0)"]
@@ -2519,6 +2739,7 @@ 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"},
@@ -2531,7 +2752,7 @@ 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.*)"]
@@ -2543,6 +2764,7 @@ 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"},
@@ -2550,13 +2772,15 @@ files = [
 
 [[package]]
 name = "identify"
-version = "2.6.9"
+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-2.6.9-py2.py3-none-any.whl", hash = "sha256:c98b4322da415a8e5a70ff6e51fbc2d2932c015532d77e9f8537b4ba7813b150"},
-    {file = "identify-2.6.9.tar.gz", hash = "sha256:d40dfe3142a1421d8518e3d3985ef5ac42890683e32306ad614a29490abeb6bf"},
+    {file = "identify-2.6.12-py2.py3-none-any.whl", hash = "sha256:ad9672d5a72e0d2ff7c5c8809b62dfa60458626352fb0eb7b55e69bdc45334a2"},
+    {file = "identify-2.6.12.tar.gz", hash = "sha256:d8de45749f1efb108badef65ee8386f0f7bb19a7f26185f74de6367bffbaf0e6"},
 ]
 
 [package.extras]
@@ -2568,6 +2792,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -2582,6 +2807,7 @@ 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"},
@@ -2591,12 +2817,12 @@ 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]]
@@ -2605,6 +2831,7 @@ 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"},
@@ -2612,7 +2839,7 @@ 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"
@@ -2620,6 +2847,7 @@ 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"},
@@ -2631,10 +2859,12 @@ 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 = "ipdb"
@@ -2642,6 +2872,7 @@ 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"},
@@ -2658,6 +2889,7 @@ version = "6.29.5"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"},
     {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"},
@@ -2687,14 +2919,16 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.35.0"
+version = "8.37.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
+groups = ["main", "dev"]
 files = [
-    {file = "ipython-8.35.0-py3-none-any.whl", hash = "sha256:e6b7470468ba6f1f0a7b116bb688a3ece2f13e2f94138e508201fad677a788ba"},
-    {file = "ipython-8.35.0.tar.gz", hash = "sha256:d200b7d93c3f5883fc36ab9ce28a18249c7706e51347681f80a0aef9895f2520"},
+    {file = "ipython-8.37.0-py3-none-any.whl", hash = "sha256:ed87326596b878932dbcb171e3e698845434d8c61b8d8cd474bf663041a9dcf2"},
+    {file = "ipython-8.37.0.tar.gz", hash = "sha256:ca815841e1a41a1e6b73a0b08f3038af9b2252564d01fc405356d34033012216"},
 ]
+markers = {main = "python_version == \"3.10\" and (extra == \"dev\" or extra == \"all\")", dev = "python_version == \"3.10\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
@@ -2712,7 +2946,7 @@ typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing_extensions"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli ; python_version < \"3.11\"", "typing_extensions"]
 kernel = ["ipykernel"]
 matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
@@ -2723,12 +2957,63 @@ qtconsole = ["qtconsole"]
 test = ["packaging", "pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
 test-extra = ["curio", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
 
+[[package]]
+name = "ipython"
+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\") and python_version >= \"3.11\"", dev = "python_version >= \"3.11\""}
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+ipython-pygments-lexers = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
+prompt_toolkit = ">=3.0.41,<3.1.0"
+pygments = ">=2.4.0"
+stack_data = "*"
+traitlets = ">=5.13.0"
+typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
+
+[package.extras]
+all = ["ipython[doc,matplotlib,test,test-extra]"]
+black = ["black"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinx_toml (==0.0.4)", "typing_extensions"]
+matplotlib = ["matplotlib"]
+test = ["packaging", "pytest", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "ipykernel", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "nbclient", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
+
+[[package]]
+name = "ipython-pygments-lexers"
+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\") and python_version >= \"3.11\"", dev = "python_version >= \"3.11\""}
+
+[package.dependencies]
+pygments = "*"
+
 [[package]]
 name = "isort"
 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"},
@@ -2743,6 +3028,8 @@ 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 = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"},
     {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
@@ -2754,10 +3041,12 @@ 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"
@@ -2773,6 +3062,7 @@ 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"},
@@ -2786,87 +3076,89 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jiter"
-version = "0.9.0"
+version = "0.10.0"
 description = "Fast iterable JSON parser."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "jiter-0.9.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:816ec9b60fdfd1fec87da1d7ed46c66c44ffec37ab2ef7de5b147b2fce3fd5ad"},
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 ]
 
 [[package]]
@@ -2875,6 +3167,8 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"bedrock\""
 files = [
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@@ -2882,13 +3176,14 @@ files = [
 
 [[package]]
 name = "joblib"
-version = "1.4.2"
+version = "1.5.1"
 description = "Lightweight pipelining with Python functions"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -2897,6 +3192,8 @@ 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 = [
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@@ -2911,6 +3208,8 @@ 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 = [
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@@ -2922,6 +3221,7 @@ 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 = [
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@@ -2929,13 +3229,14 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.23.0"
+version = "4.24.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
 files = [
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-    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
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+    {file = "jsonschema-4.24.0.tar.gz", hash = "sha256:0b4e8069eb12aedfa881333004bccaec24ecef5a8a6a4b6df142b2cc9599d196"},
 ]
 
 [package.dependencies]
@@ -2950,13 +3251,14 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2024.10.1"
+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 = [
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+    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
 ]
 
 [package.dependencies]
@@ -2968,6 +3270,7 @@ version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
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@@ -2982,17 +3285,18 @@ 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"
-version = "5.7.2"
+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 = [
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-    {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
+    {file = "jupyter_core-5.8.1-py3-none-any.whl", hash = "sha256:c28d268fc90fb53f1338ded2eb410704c5449a358406e8a948b75706e24863d0"},
+    {file = "jupyter_core-5.8.1.tar.gz", hash = "sha256:0a5f9706f70e64786b75acba995988915ebd4601c8a52e534a40b51c95f59941"},
 ]
 
 [package.dependencies]
@@ -3001,8 +3305,8 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest (<9)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "kiwisolver"
@@ -3010,6 +3314,7 @@ 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"},
@@ -3095,20 +3400,22 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.23"
+version = "0.3.26"
 description = "Building applications with LLMs through composability"
 optional = true
-python-versions = "<4.0,>=3.9"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\""
 files = [
-    {file = "langchain-0.3.23-py3-none-any.whl", hash = "sha256:084f05ee7e80b7c3f378ebadd7309f2a37868ce2906fa0ae64365a67843ade3d"},
-    {file = "langchain-0.3.23.tar.gz", hash = "sha256:d95004afe8abebb52d51d6026270248da3f4b53d93e9bf699f76005e0c83ad34"},
+    {file = "langchain-0.3.26-py3-none-any.whl", hash = "sha256:361bb2e61371024a8c473da9f9c55f4ee50f269c5ab43afdb2b1309cb7ac36cf"},
+    {file = "langchain-0.3.26.tar.gz", hash = "sha256:8ff034ee0556d3e45eff1f1e96d0d745ced57858414dba7171c8ebdbeb5580c9"},
 ]
 
 [package.dependencies]
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.3.51,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
 langchain-text-splitters = ">=0.3.8,<1.0.0"
-langsmith = ">=0.1.17,<0.4"
+langsmith = ">=0.1.17"
 pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
@@ -3139,6 +3446,8 @@ version = "0.3.21"
 description = "Community contributed LangChain integrations."
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "python_version == \"3.13\" and (extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\")"
 files = [
     {file = "langchain_community-0.3.21-py3-none-any.whl", hash = "sha256:8cb9bbb7ef15e5eea776193528dd0e0e1299047146d0c78b6c696ae2dc62e81f"},
     {file = "langchain_community-0.3.21.tar.gz", hash = "sha256:b87b9992cbeea7553ed93e3d39faf9893a8690318485f7dc861751c7878729f7"},
@@ -3158,25 +3467,51 @@ requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
+[[package]]
+name = "langchain-community"
+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\") and python_version <= \"3.12\""
+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"},
+]
+
+[package.dependencies]
+aiohttp = ">=3.8.3,<4.0.0"
+dataclasses-json = ">=0.5.7,<0.7"
+httpx-sse = ">=0.4.0,<1.0.0"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
+numpy = {version = ">=1.26.2", markers = "python_version < \"3.13\""}
+pydantic-settings = ">=2.4.0,<3.0.0"
+PyYAML = ">=5.3"
+requests = ">=2,<3"
+SQLAlchemy = ">=1.4,<3"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
+
 [[package]]
 name = "langchain-core"
-version = "0.3.51"
+version = "0.3.68"
 description = "Building applications with LLMs through composability"
 optional = true
-python-versions = "<4.0,>=3.9"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\""
 files = [
-    {file = "langchain_core-0.3.51-py3-none-any.whl", hash = "sha256:4bd71e8acd45362aa428953f2a91d8162318014544a2216e4b769463caf68e13"},
-    {file = "langchain_core-0.3.51.tar.gz", hash = "sha256:db76b9cc331411602cb40ba0469a161febe7a0663fbcaddbc9056046ac2d22f4"},
+    {file = "langchain_core-0.3.68-py3-none-any.whl", hash = "sha256:5e5c1fbef419590537c91b8c2d86af896fbcbaf0d5ed7fdcdd77f7d8f3467ba0"},
+    {file = "langchain_core-0.3.68.tar.gz", hash = "sha256:312e1932ac9aa2eaf111b70fdc171776fa571d1a86c1f873dcac88a094b19c6f"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.125,<0.4"
+langsmith = ">=0.3.45"
 packaging = ">=23.2,<25"
-pydantic = [
-    {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""},
-    {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
-]
+pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7"
@@ -3187,6 +3522,8 @@ version = "0.3.8"
 description = "LangChain text splitting utilities"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\""
 files = [
     {file = "langchain_text_splitters-0.3.8-py3-none-any.whl", hash = "sha256:e75cc0f4ae58dcf07d9f18776400cf8ade27fadd4ff6d264df6278bb302f6f02"},
     {file = "langchain_text_splitters-0.3.8.tar.gz", hash = "sha256:116d4b9f2a22dda357d0b79e30acf005c5518177971c66a9f1ab0edfdb0f912e"},
@@ -3197,23 +3534,50 @@ langchain-core = ">=0.3.51,<1.0.0"
 
 [[package]]
 name = "langsmith"
-version = "0.3.28"
+version = "0.3.45"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = true
-python-versions = "<4.0,>=3.9"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version == \"3.13\" and (extra == \"external-tools\" or extra == \"desktop\" or extra == \"all\")"
 files = [
-    {file = "langsmith-0.3.28-py3-none-any.whl", hash = "sha256:54ac8815514af52d9c801ad7970086693667e266bf1db90fc453c1759e8407cd"},
-    {file = "langsmith-0.3.28.tar.gz", hash = "sha256:4666595207131d7f8d83418e54dc86c05e28562e5c997633e7c33fc18f9aeb89"},
+    {file = "langsmith-0.3.45-py3-none-any.whl", hash = "sha256:5b55f0518601fa65f3bb6b1a3100379a96aa7b3ed5e9380581615ba9c65ed8ed"},
+    {file = "langsmith-0.3.45.tar.gz", hash = "sha256:1df3c6820c73ed210b2c7bc5cdb7bfa19ddc9126cd03fdf0da54e2e171e6094d"},
 ]
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
 orjson = {version = ">=3.9.14,<4.0.0", markers = "platform_python_implementation != \"PyPy\""}
 packaging = ">=23.2"
-pydantic = [
-    {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
-    {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
+pydantic = {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}
+requests = ">=2,<3"
+requests-toolbelt = ">=1.0.0,<2.0.0"
+zstandard = ">=0.23.0,<0.24.0"
+
+[package.extras]
+langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
+openai-agents = ["openai-agents (>=0.0.3,<0.1)"]
+otel = ["opentelemetry-api (>=1.30.0,<2.0.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0,<2.0.0)", "opentelemetry-sdk (>=1.30.0,<2.0.0)"]
+pytest = ["pytest (>=7.0.0)", "rich (>=13.9.4,<14.0.0)"]
+
+[[package]]
+name = "langsmith"
+version = "0.4.4"
+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\") and python_version <= \"3.12\""
+files = [
+    {file = "langsmith-0.4.4-py3-none-any.whl", hash = "sha256:014c68329bd085bd6c770a6405c61bb6881f82eb554ce8c4d1984b0035fd1716"},
+    {file = "langsmith-0.4.4.tar.gz", hash = "sha256:70c53bbff24a7872e88e6fa0af98270f4986a6e364f9e85db1cc5636defa4d66"},
 ]
+
+[package.dependencies]
+httpx = ">=0.23.0,<1"
+orjson = {version = ">=3.9.14,<4.0.0", markers = "platform_python_implementation != \"PyPy\""}
+packaging = ">=23.2"
+pydantic = ">=1,<3"
 requests = ">=2,<3"
 requests-toolbelt = ">=1.0.0,<2.0.0"
 zstandard = ">=0.23.0,<0.24.0"
@@ -3226,13 +3590,14 @@ pytest = ["pytest (>=7.0.0)", "rich (>=13.9.4,<14.0.0)"]
 
 [[package]]
 name = "letta-client"
-version = "0.1.183"
+version = "0.1.191"
 description = ""
 optional = false
 python-versions = "<4.0,>=3.8"
+groups = ["main"]
 files = [
-    {file = "letta_client-0.1.183-py3-none-any.whl", hash = "sha256:72d7d53ae3093a6d79fcefd24d079a135be806b9ff1f77b1501d7966a14222dd"},
-    {file = "letta_client-0.1.183.tar.gz", hash = "sha256:f89026e96ffd0c24fec9cedb5f76895fdb8a5414d440f4f66c7e427f9a37e110"},
+    {file = "letta_client-0.1.191-py3-none-any.whl", hash = "sha256:2cc234668784b022a25aeab4db48b944a0a188e42112870efd8b028ad223347b"},
+    {file = "letta_client-0.1.191.tar.gz", hash = "sha256:95957695e679183ec0d87673c8dd169a83f9807359c4740d42ed84fbb6b05efc"},
 ]
 
 [package.dependencies]
@@ -3244,13 +3609,14 @@ typing_extensions = ">=4.0.0"
 
 [[package]]
 name = "llama-cloud"
-version = "0.1.18"
+version = "0.1.30"
 description = ""
 optional = false
 python-versions = "<4,>=3.8"
+groups = ["main"]
 files = [
-    {file = "llama_cloud-0.1.18-py3-none-any.whl", hash = "sha256:5842722a0c3033afa930b4a50d43e6f1e77ff1dab12383a769dc51a15fb87c9b"},
-    {file = "llama_cloud-0.1.18.tar.gz", hash = "sha256:65cb88b1cb1a3a0e63e4438e8c8a2e6013dfdafbb4201d274c0459e5d04fb328"},
+    {file = "llama_cloud-0.1.30-py3-none-any.whl", hash = "sha256:a51e862303d44386e0822747d76d31100ef21bbfdb4670f7e37cee7fd975b69e"},
+    {file = "llama_cloud-0.1.30.tar.gz", hash = "sha256:c859965d6fd29242ad644335a0c7c8bdbe1fb62d1f01bef0bf372e877120ddad"},
 ]
 
 [package.dependencies]
@@ -3260,112 +3626,119 @@ pydantic = ">=1.10"
 
 [[package]]
 name = "llama-cloud-services"
-version = "0.6.10"
+version = "0.6.41"
 description = "Tailored SDK clients for LlamaCloud services."
 optional = false
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
 files = [
-    {file = "llama_cloud_services-0.6.10-py3-none-any.whl", hash = "sha256:61d13ace89c6090274c118dfdb2a8d5d098ef39a4c0a58907cc255bc4c41a1ac"},
-    {file = "llama_cloud_services-0.6.10.tar.gz", hash = "sha256:86efc70546963ca0893da46effdcdd16d6c787b5412cbf26de17ce5750e8050f"},
+    {file = "llama_cloud_services-0.6.41-py3-none-any.whl", hash = "sha256:730b92a44bb87d4dfe6ace844cd4e3ec9e0c010fee627d1dadba96abe540c005"},
+    {file = "llama_cloud_services-0.6.41.tar.gz", hash = "sha256:e80599d5ec8afe6077b9256748b77d21379108f310ffe51f1c21bd8b143ee3be"},
 ]
 
 [package.dependencies]
 click = ">=8.1.7,<9.0.0"
-llama-cloud = ">=0.1.18,<0.2.0"
-llama-index-core = ">=0.11.0"
+llama-cloud = "0.1.30"
+llama-index-core = ">=0.12.0"
 platformdirs = ">=4.3.7,<5.0.0"
-pydantic = "!=2.10"
+pydantic = ">=2.8,<2.10 || >2.10"
 python-dotenv = ">=1.0.1,<2.0.0"
+tenacity = ">=8.5.0,<10.0"
 
 [[package]]
 name = "llama-index"
-version = "0.12.29"
+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-0.12.29-py3-none-any.whl", hash = "sha256:fc581374417a1ce787fc8580247dc3d36ef3c670a18ee77282662c17b72e380e"},
-    {file = "llama_index-0.12.29.tar.gz", hash = "sha256:2a07e1509550638964daab7ddd8f7c6a282a72c17bab60930f5a1059dd3caeac"},
+    {file = "llama_index-0.12.42-py3-none-any.whl", hash = "sha256:9a304b2bd71d6772fc6c2e9995e119815c00716fc98813b15ea79caee09f1fe2"},
+    {file = "llama_index-0.12.42.tar.gz", hash = "sha256:d2bd2b9ea06bc42ebe74697aaa0b66c79bd3dee8ff5d06c53294d49ca44512e7"},
 ]
 
 [package.dependencies]
-llama-index-agent-openai = ">=0.4.0,<0.5.0"
-llama-index-cli = ">=0.4.1,<0.5.0"
-llama-index-core = ">=0.12.29,<0.13.0"
-llama-index-embeddings-openai = ">=0.3.0,<0.4.0"
+llama-index-agent-openai = ">=0.4.0,<0.5"
+llama-index-cli = ">=0.4.2,<0.5"
+llama-index-core = ">=0.12.42,<0.13"
+llama-index-embeddings-openai = ">=0.3.0,<0.4"
 llama-index-indices-managed-llama-cloud = ">=0.4.0"
-llama-index-llms-openai = ">=0.3.0,<0.4.0"
-llama-index-multi-modal-llms-openai = ">=0.4.0,<0.5.0"
-llama-index-program-openai = ">=0.3.0,<0.4.0"
-llama-index-question-gen-openai = ">=0.3.0,<0.4.0"
-llama-index-readers-file = ">=0.4.0,<0.5.0"
+llama-index-llms-openai = ">=0.4.0,<0.5"
+llama-index-multi-modal-llms-openai = ">=0.5.0,<0.6"
+llama-index-program-openai = ">=0.3.0,<0.4"
+llama-index-question-gen-openai = ">=0.3.0,<0.4"
+llama-index-readers-file = ">=0.4.0,<0.5"
 llama-index-readers-llama-parse = ">=0.4.0"
 nltk = ">3.8.1"
 
 [[package]]
 name = "llama-index-agent-openai"
-version = "0.4.6"
+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-0.4.6-py3-none-any.whl", hash = "sha256:4103e479c874cb3426aa59a13f91b6e2dc6b350c51457966631f8bdaf9a6a8e8"},
-    {file = "llama_index_agent_openai-0.4.6.tar.gz", hash = "sha256:4f66c1731836ab66c4b441255a95f33a51743e4993b8aa9daf430cb31aa7d48e"},
+    {file = "llama_index_agent_openai-0.4.12-py3-none-any.whl", hash = "sha256:6dbb6276b2e5330032a726b28d5eef5140825f36d72d472b231f08ad3af99665"},
+    {file = "llama_index_agent_openai-0.4.12.tar.gz", hash = "sha256:d2fe53feb69cfe45752edb7328bf0d25f6a9071b3c056787e661b93e5b748a28"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.12.18,<0.13.0"
-llama-index-llms-openai = ">=0.3.0,<0.4.0"
+llama-index-core = ">=0.12.41,<0.13"
+llama-index-llms-openai = ">=0.4.0,<0.5"
 openai = ">=1.14.0"
 
 [[package]]
 name = "llama-index-cli"
-version = "0.4.1"
+version = "0.4.3"
 description = "llama-index cli"
 optional = false
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
 files = [
-    {file = "llama_index_cli-0.4.1-py3-none-any.whl", hash = "sha256:6dfc931aea5b90c256e476b48dfac76f48fb2308fdf656bb02ee1e4f2cab8b06"},
-    {file = "llama_index_cli-0.4.1.tar.gz", hash = "sha256:3f97f1f8f5f401dfb5b6bc7170717c176dcd981538017430073ef12ffdcbddfa"},
+    {file = "llama_index_cli-0.4.3-py3-none-any.whl", hash = "sha256:f0af55ce4b90e5a2466e394b88f4ac6085ea3e6286019bc3f49de6673ce2238d"},
+    {file = "llama_index_cli-0.4.3.tar.gz", hash = "sha256:dae8183a10551bbd89686b94ed294a6cf44633c3dd6285c4f991c85031b7a55f"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.12.0,<0.13.0"
-llama-index-embeddings-openai = ">=0.3.0,<0.4.0"
-llama-index-llms-openai = ">=0.3.0,<0.4.0"
+llama-index-core = ">=0.12.0,<0.13"
+llama-index-embeddings-openai = ">=0.3.1,<0.4"
+llama-index-llms-openai = ">=0.4.0,<0.5"
 
 [[package]]
 name = "llama-index-core"
-version = "0.12.30"
+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-0.12.30-py3-none-any.whl", hash = "sha256:6e0b33158de52108debe66528adb84adb626aed5c6c7762874fb7a799d8c48a9"},
-    {file = "llama_index_core-0.12.30.tar.gz", hash = "sha256:dfbed9cdba18358750ad3895cd97fa1ea0dd0b856bbd623a4904ac61641e2765"},
+    {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"},
 ]
 
 [package.dependencies]
-aiohttp = ">=3.8.6,<4.0.0"
-banks = ">=2.0.0,<3.0.0"
+aiohttp = ">=3.8.6,<4"
+aiosqlite = "*"
+banks = ">=2.0.0,<3"
 dataclasses-json = "*"
 deprecated = ">=1.2.9.3"
-dirtyjson = ">=1.0.8,<2.0.0"
-filetype = ">=1.2.0,<2.0.0"
+dirtyjson = ">=1.0.8,<2"
+filetype = ">=1.2.0,<2"
 fsspec = ">=2023.5.0"
 httpx = "*"
-nest-asyncio = ">=1.5.8,<2.0.0"
+nest-asyncio = ">=1.5.8,<2"
 networkx = ">=3.0"
 nltk = ">3.8.1"
 numpy = "*"
 pillow = ">=9.0.0"
 pydantic = ">=2.8.0"
-PyYAML = ">=6.0.1"
+pyyaml = ">=6.0.1"
 requests = ">=2.31.0"
-SQLAlchemy = {version = ">=1.4.49", extras = ["asyncio"]}
+sqlalchemy = {version = ">=1.4.49", extras = ["asyncio"]}
 tenacity = ">=8.2.0,<8.4.0 || >8.4.0,<10.0.0"
-tiktoken = ">=0.3.3"
-tqdm = ">=4.66.1,<5.0.0"
+tiktoken = ">=0.7.0"
+tqdm = ">=4.66.1,<5"
 typing-extensions = ">=4.5.0"
 typing-inspect = ">=0.8.0"
 wrapt = "*"
@@ -3376,6 +3749,7 @@ 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"},
@@ -3387,101 +3761,107 @@ openai = ">=1.1.0"
 
 [[package]]
 name = "llama-index-indices-managed-llama-cloud"
-version = "0.6.11"
+version = "0.7.8"
 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-0.6.11-py3-none-any.whl", hash = "sha256:64e82e2ac178cd3721b76c0817edd57e05a3bd877c412b4148d3abbdeea62d59"},
-    {file = "llama_index_indices_managed_llama_cloud-0.6.11.tar.gz", hash = "sha256:925532f760cd2ebb2594828da311adac3d54cd2cae3dff2908491eebb2b8bd0f"},
+    {file = "llama_index_indices_managed_llama_cloud-0.7.8-py3-none-any.whl", hash = "sha256:7eff6bb44a9aa3e9d2e98039178c31d9de649fddc82acc05e81f24199a8071a2"},
+    {file = "llama_index_indices_managed_llama_cloud-0.7.8.tar.gz", hash = "sha256:a3f421e2c82c4c641995da72f939b0ae83409d62bb0f7c7a8db24c5f59a75e49"},
 ]
 
 [package.dependencies]
-llama-cloud = ">=0.1.13,<0.2.0"
-llama-index-core = ">=0.12.0,<0.13.0"
+llama-cloud = "0.1.30"
+llama-index-core = ">=0.12.0,<0.13"
 
 [[package]]
 name = "llama-index-llms-openai"
-version = "0.3.33"
+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-0.3.33-py3-none-any.whl", hash = "sha256:d76eab8658d905514b2fa3de7702e47aecd9dbd70d34a0faac39e1ed50c116a5"},
-    {file = "llama_index_llms_openai-0.3.33.tar.gz", hash = "sha256:112942ca221c2233ed2cf995fdaf0865f2b7f9295d9b01c5a7fcaef373c1ac87"},
+    {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"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.12.17,<0.13.0"
-openai = ">=1.66.3,<2.0.0"
+llama-index-core = ">=0.12.41,<0.13"
+openai = ">=1.81.0,<2"
 
 [[package]]
 name = "llama-index-multi-modal-llms-openai"
-version = "0.4.3"
+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-0.4.3-py3-none-any.whl", hash = "sha256:1ceb42716472ac8bd5130afa29b793869d367946aedd02e48a3b03184e443ad1"},
-    {file = "llama_index_multi_modal_llms_openai-0.4.3.tar.gz", hash = "sha256:5e6ca54069d3d18c2f5f7ca34f3720fba1d1b9126482ad38feb0c858f4feb63b"},
+    {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"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.12.3,<0.13.0"
-llama-index-llms-openai = ">=0.3.0,<0.4.0"
+llama-index-core = ">=0.12.3,<0.13"
+llama-index-llms-openai = ">=0.4.0,<0.5"
 
 [[package]]
 name = "llama-index-program-openai"
-version = "0.3.1"
+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-0.3.1-py3-none-any.whl", hash = "sha256:93646937395dc5318fd095153d2f91bd632b25215d013d14a87c088887d205f9"},
-    {file = "llama_index_program_openai-0.3.1.tar.gz", hash = "sha256:6039a6cdbff62c6388c07e82a157fe2edd3bbef0c5adf292ad8546bf4ec75b82"},
+    {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"},
 ]
 
 [package.dependencies]
-llama-index-agent-openai = ">=0.4.0,<0.5.0"
-llama-index-core = ">=0.12.0,<0.13.0"
-llama-index-llms-openai = ">=0.3.0,<0.4.0"
+llama-index-agent-openai = ">=0.4.0,<0.5"
+llama-index-core = ">=0.12.0,<0.13"
+llama-index-llms-openai = ">=0.4.0,<0.5"
 
 [[package]]
 name = "llama-index-question-gen-openai"
-version = "0.3.0"
+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-0.3.0-py3-none-any.whl", hash = "sha256:9b60ec114273a63b50349948666e5744a8f58acb645824e07c979041e8fec598"},
-    {file = "llama_index_question_gen_openai-0.3.0.tar.gz", hash = "sha256:efd3b468232808e9d3474670aaeab00e41b90f75f52d0c9bfbf11207e0963d62"},
+    {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"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.12.0,<0.13.0"
-llama-index-llms-openai = ">=0.3.0,<0.4.0"
-llama-index-program-openai = ">=0.3.0,<0.4.0"
+llama-index-core = ">=0.12.0,<0.13"
+llama-index-llms-openai = ">=0.4.0,<0.5"
+llama-index-program-openai = ">=0.3.0,<0.4"
 
 [[package]]
 name = "llama-index-readers-file"
-version = "0.4.7"
+version = "0.4.9"
 description = "llama-index readers file integration"
 optional = false
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
 files = [
-    {file = "llama_index_readers_file-0.4.7-py3-none-any.whl", hash = "sha256:dff86f9b6079bddad37896f26756b508be5a052096ced34c9917b76646cf0c02"},
-    {file = "llama_index_readers_file-0.4.7.tar.gz", hash = "sha256:89a765238a106af0f1e31ab8d4cb3ee33ac897080285bcce59101b420265ebd1"},
+    {file = "llama_index_readers_file-0.4.9-py3-none-any.whl", hash = "sha256:71f1d0d2ea22012bf233ed4afb9b9b6b2f098d26286e38ed82e3c4af685e07bd"},
+    {file = "llama_index_readers_file-0.4.9.tar.gz", hash = "sha256:b705fd42a2875af03d343c66b28138471800cd13a67efcc48ae2983b39d816c7"},
 ]
 
 [package.dependencies]
-beautifulsoup4 = ">=4.12.3,<5.0.0"
-llama-index-core = ">=0.12.0,<0.13.0"
-pandas = "*"
-pypdf = ">=5.1.0,<6.0.0"
+beautifulsoup4 = ">=4.12.3,<5"
+llama-index-core = ">=0.12.0,<0.13"
+pandas = "<2.3.0"
+pypdf = ">=5.1.0,<6"
 striprtf = ">=0.0.26,<0.0.27"
 
 [package.extras]
-pymupdf = ["pymupdf (>=1.23.21,<2.0.0)"]
+pymupdf = ["pymupdf (>=1.23.21,<2)"]
 
 [[package]]
 name = "llama-index-readers-llama-parse"
@@ -3489,6 +3869,7 @@ 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"},
@@ -3500,17 +3881,18 @@ llama-parse = ">=0.5.0"
 
 [[package]]
 name = "llama-parse"
-version = "0.6.9"
+version = "0.6.41"
 description = "Parse files into RAG-Optimized formats."
 optional = false
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
 files = [
-    {file = "llama_parse-0.6.9-py3-none-any.whl", hash = "sha256:fb40d3ab8d6c03bdcde66cc897d72412242f6f7a3a0b991907038fb47e554d8e"},
-    {file = "llama_parse-0.6.9.tar.gz", hash = "sha256:37016bee67be8c9377ddf00afae0054903e934e54db7406ba3a422b7e9ad8259"},
+    {file = "llama_parse-0.6.41-py3-none-any.whl", hash = "sha256:d1a6e0fbc27ca21d1986dc4346829b8aa087b4d3054fb51c548c72bda3762491"},
+    {file = "llama_parse-0.6.41.tar.gz", hash = "sha256:ccb5fc3d043b89ab925726b881c0e95805e2f441455e8226030e080509501db3"},
 ]
 
 [package.dependencies]
-llama-cloud-services = ">=0.6.9"
+llama-cloud-services = ">=0.6.41"
 
 [[package]]
 name = "locust"
@@ -3518,6 +3900,8 @@ version = "2.37.11"
 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-2.37.11-py3-none-any.whl", hash = "sha256:b826f95fbfd5d9a32df6ab1b74672b88e65bbc33ec99fdc10af98079952ad517"},
     {file = "locust-2.37.11.tar.gz", hash = "sha256:89c79bc599aa57160bd41dd3876e35d8b9dee5abded78e35008d01fd8f1640ed"},
@@ -3571,6 +3955,7 @@ 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"},
@@ -3590,6 +3975,7 @@ 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"},
@@ -3614,6 +4000,7 @@ 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"},
@@ -3684,6 +4071,7 @@ 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"},
@@ -3703,6 +4091,7 @@ 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"},
@@ -3714,50 +4103,51 @@ 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]]
 name = "matplotlib"
-version = "3.10.1"
+version = "3.10.3"
 description = "Python plotting package"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
-    {file = "matplotlib-3.10.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ff2ae14910be903f4a24afdbb6d7d3a6c44da210fc7d42790b87aeac92238a16"},
-    {file = "matplotlib-3.10.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0721a3fd3d5756ed593220a8b86808a36c5031fce489adb5b31ee6dbb47dd5b2"},
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-    {file = "matplotlib-3.10.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:2589659ea30726284c6c91037216f64a506a9822f8e50592d48ac16a2f29e044"},
-    {file = "matplotlib-3.10.1-cp310-cp310-win_amd64.whl", hash = "sha256:a97ff127f295817bc34517255c9db6e71de8eddaab7f837b7d341dee9f2f587f"},
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 [package.dependencies]
@@ -3780,29 +4170,33 @@ version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
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 [package.dependencies]
 traitlets = "*"
 
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-version = "1.9.4"
+version = "1.10.1"
 description = "Model Context Protocol SDK"
 optional = false
 python-versions = ">=3.10"
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 [package.dependencies]
 anyio = ">=4.5"
 httpx = ">=0.27"
 httpx-sse = ">=0.4"
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 pydantic = ">=2.7.2,<3.0.0"
 pydantic-settings = ">=2.5.2"
 python-dotenv = {version = ">=1.0.0", optional = true, markers = "extra == \"cli\""}
@@ -3823,6 +4217,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
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@@ -3830,13 +4225,14 @@ files = [
 
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 name = "mistralai"
-version = "1.8.1"
+version = "1.9.1"
 description = "Python Client SDK for the Mistral AI API."
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -3847,193 +4243,197 @@ python-dateutil = ">=2.8.2"
 typing-inspection = ">=0.4.0"
 
 [package.extras]
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 gcp = ["google-auth (>=2.27.0)", "requests (>=2.32.3)"]
 
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-version = "1.1.0"
+version = "1.1.1"
 description = "MessagePack serializer"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -4041,13 +4441,14 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "mypy-extensions"
-version = "1.0.0"
+version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
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 ]
 
 [[package]]
@@ -4056,6 +4457,7 @@ 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"},
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@@ -4067,6 +4469,8 @@ version = "3.4.2"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version == \"3.10\""
 files = [
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@@ -4080,12 +4484,35 @@ example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "momepy
 extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
+[[package]]
+name = "networkx"
+version = "3.5"
+description = "Python package for creating and manipulating graphs and networks"
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
+markers = "python_version >= \"3.11\""
+files = [
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+    {file = "networkx-3.5.tar.gz", hash = "sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037"},
+]
+
+[package.extras]
+default = ["matplotlib (>=3.8)", "numpy (>=1.25)", "pandas (>=2.0)", "scipy (>=1.11.2)"]
+developer = ["mypy (>=1.15)", "pre-commit (>=4.1)"]
+doc = ["intersphinx-registry", "myst-nb (>=1.1)", "numpydoc (>=1.8.0)", "pillow (>=10)", "pydata-sphinx-theme (>=0.16)", "sphinx (>=8.0)", "sphinx-gallery (>=0.18)", "texext (>=0.6.7)"]
+example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "momepy (>=0.7.2)", "osmnx (>=2.0.0)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"]
+extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"]
+test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "pytest-xdist (>=3.0)"]
+test-extras = ["pytest-mpl", "pytest-randomly"]
+
 [[package]]
 name = "nltk"
 version = "3.9.1"
 description = "Natural Language Toolkit"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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@@ -4111,6 +4538,8 @@ 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 = [
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@@ -4122,6 +4551,7 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
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@@ -4163,13 +4593,14 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.72.0"
+version = "1.93.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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-    {file = "openai-1.72.0.tar.gz", hash = "sha256:f51de971448905cc90ed5175a5b19e92fd94e31f68cde4025762f9f5257150db"},
+    {file = "openai-1.93.0-py3-none-any.whl", hash = "sha256:3d746fe5498f0dd72e0d9ab706f26c91c0f646bf7459e5629af8ba7c9dbdf090"},
+    {file = "openai-1.93.0.tar.gz", hash = "sha256:988f31ade95e1ff0585af11cc5a64510225e4f5cd392698c675d0a9265b8e337"},
 ]
 
 [package.dependencies]
@@ -4183,6 +4614,7 @@ tqdm = ">4"
 typing-extensions = ">=4.11,<5"
 
 [package.extras]
+aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.6)"]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
@@ -4193,6 +4625,7 @@ 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"},
@@ -4208,6 +4641,7 @@ 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"},
@@ -4223,6 +4657,7 @@ 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"},
@@ -4237,6 +4672,7 @@ 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"},
@@ -4257,6 +4693,7 @@ version = "1.30.0"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
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 python-versions = ">=3.8"
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 python-versions = ">=3.8"
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -4447,6 +4896,7 @@ 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"},
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@@ -4458,6 +4908,7 @@ 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"},
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@@ -4544,6 +4995,7 @@ version = "3.5.1"
 description = "SSH2 protocol library"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "paramiko-3.5.1-py3-none-any.whl", hash = "sha256:43b9a0501fc2b5e70680388d9346cf252cfb7d00b0667c39e80eb43a408b8f61"},
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@@ -4555,8 +5007,8 @@ cryptography = ">=3.3"
 pynacl = ">=1.5"
 
 [package.extras]
-all = ["gssapi (>=1.4.1)", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"]
-gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"]
+all = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""]
+gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""]
 invoke = ["invoke (>=2.0)"]
 
 [[package]]
@@ -4565,10 +5017,12 @@ version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
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 ]
+markers = {main = "extra == \"dev\" or extra == \"all\""}
 
 [package.extras]
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
@@ -4580,6 +5034,7 @@ 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 = [
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@@ -4587,13 +5042,14 @@ files = [
 
 [[package]]
 name = "pathvalidate"
-version = "3.2.3"
+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 = [
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+    {file = "pathvalidate-3.3.1-py3-none-any.whl", hash = "sha256:5263baab691f8e1af96092fa5137ee17df5bdfbd6cff1fcac4d6ef4bc2e1735f"},
+    {file = "pathvalidate-3.3.1.tar.gz", hash = "sha256:b18c07212bfead624345bb8e1d6141cdcf15a39736994ea0b94035ad2b1ba177"},
 ]
 
 [package.extras]
@@ -4607,10 +5063,12 @@ version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
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 ]
+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"
@@ -4621,6 +5079,8 @@ version = "1.31.2"
 description = "PostgreSQL interface library"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"postgres\" or extra == \"desktop\" or extra == \"all\""
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 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"postgres\" or extra == \"desktop\" or extra == \"all\""
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 ]
 
 [package.extras]
-docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
 fpx = ["olefile"]
 mic = ["olefile"]
-tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"]
-typing = ["typing-extensions"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions ; python_version < \"3.10\""]
 xmp = ["defusedxml"]
 
 [[package]]
@@ -4737,6 +5209,7 @@ version = "7.3.0"
 description = "Pinecone client and SDK"
 optional = false
 python-versions = "<4.0,>=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "pinecone-7.3.0-py3-none-any.whl", hash = "sha256:315b8fef20320bef723ecbb695dec0aafa75d8434d86e01e5a0e85933e1009a8"},
     {file = "pinecone-7.3.0.tar.gz", hash = "sha256:307edc155621d487c20dc71b76c3ad5d6f799569ba42064190d03917954f9a7b"},
@@ -4757,7 +5230,7 @@ urllib3 = [
 
 [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"
@@ -4765,6 +5238,7 @@ version = "1.7.0"
 description = "Assistant plugin for Pinecone SDK"
 optional = false
 python-versions = "<4.0,>=3.9"
+groups = ["main", "dev"]
 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"},
@@ -4780,6 +5254,7 @@ version = "0.0.7"
 description = "Plugin interface for the Pinecone python client"
 optional = false
 python-versions = "<4.0,>=3.8"
+groups = ["main", "dev"]
 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"},
@@ -4787,13 +5262,14 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.3.7"
+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-4.3.7-py3-none-any.whl", hash = "sha256:a03875334331946f13c549dbd8f4bac7a13a50a895a0eb1e8c6a8ace80d40a94"},
-    {file = "platformdirs-4.3.7.tar.gz", hash = "sha256:eb437d586b6a0986388f0d6f74aa0cde27b48d0e3d66843640bfb6bdcdb6e351"},
+    {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
+    {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
 ]
 
 [package.extras]
@@ -4803,18 +5279,20 @@ type = ["mypy (>=1.14.1)"]
 
 [[package]]
 name = "pluggy"
-version = "1.5.0"
+version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev", "dev,tests"]
 files = [
-    {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
-    {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
+    {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"]
-testing = ["pytest", "pytest-benchmark"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
@@ -4822,6 +5300,8 @@ 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"},
@@ -4840,6 +5320,7 @@ 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"},
@@ -4853,13 +5334,14 @@ tests = ["pytest", "pytest-cov", "pytest-lazy-fixtures"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.50"
+version = "3.0.51"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
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 [package.dependencies]
@@ -4867,129 +5349,131 @@ wcwidth = "*"
 
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 python-versions = ">=3.8"
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 [[package]]
@@ -4998,6 +5482,7 @@ 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 = [
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@@ -5010,6 +5495,7 @@ files = [
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 ]
+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"]
@@ -5021,6 +5507,8 @@ version = "2.9.10"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"postgres\" or extra == \"desktop\" or extra == \"all\""
 files = [
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@@ -5028,6 +5516,7 @@ files = [
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+    {file = "psycopg2-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:91fd603a2155da8d0cfcdbf8ab24a2d54bca72795b90d2a3ed2b6da8d979dee2"},
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@@ -5039,6 +5528,8 @@ version = "2.9.10"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"postgres\" or extra == \"desktop\" or extra == \"all\""
 files = [
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@@ -5087,6 +5578,7 @@ files = [
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@@ -5115,10 +5607,12 @@ version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
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 ]
+markers = {main = "extra == \"dev\" or extra == \"all\"", dev = "sys_platform != \"win32\" and sys_platform != \"emscripten\" or extra == \"dev\" or extra == \"all\""}
 
 [[package]]
 name = "pure-eval"
@@ -5126,10 +5620,12 @@ 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"},
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 ]
+markers = {main = "extra == \"dev\" or extra == \"all\""}
 
 [package.extras]
 tests = ["pytest"]
@@ -5140,6 +5636,8 @@ 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\""
 files = [
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@@ -5151,6 +5649,8 @@ version = "0.4.2"
 description = "A collection of ASN.1-based protocols modules"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
     {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"},
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@@ -5165,139 +5665,143 @@ 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"},
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 ]
+markers = {dev = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "pydantic"
-version = "2.11.3"
+version = "2.11.7"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
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+    {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"},
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 [package.dependencies]
 annotated-types = ">=0.6.0"
 email-validator = {version = ">=2.0.0", optional = true, markers = "extra == \"email\""}
-pydantic-core = "2.33.1"
+pydantic-core = "2.33.2"
 typing-extensions = ">=4.12.2"
 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"
-version = "2.33.1"
+version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
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+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:3abcd9392a36025e3bd55f9bd38d908bd17962cc49bc6da8e7e96285336e2bca"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:3a1c81334778f9e3af2f8aeb7a960736e5cab1dfebfb26aabca09afd2906c039"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2807668ba86cb38c6817ad9bc66215ab8584d1d304030ce4f0887336f28a5e27"},
+    {file = "pydantic_core-2.33.2.tar.gz", hash = "sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc"},
 ]
 
 [package.dependencies]
@@ -5305,44 +5809,51 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.8.1"
+version = "2.10.1"
 description = "Settings management using Pydantic"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "pydantic_settings-2.8.1-py3-none-any.whl", hash = "sha256:81942d5ac3d905f7f3ee1a70df5dfb62d5569c12f51a5a647defc1c3d9ee2e9c"},
-    {file = "pydantic_settings-2.8.1.tar.gz", hash = "sha256:d5c663dfbe9db9d5e1c646b2e161da12f0d734d422ee56f567d0ea2cee4e8585"},
+    {file = "pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796"},
+    {file = "pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee"},
 ]
 
 [package.dependencies]
 pydantic = ">=2.7.0"
 python-dotenv = ">=0.21.0"
+typing-inspection = ">=0.4.0"
 
 [package.extras]
+aws-secrets-manager = ["boto3 (>=1.35.0)", "boto3-stubs[secretsmanager]"]
 azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
+gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
 toml = ["tomli (>=2.0.1)"]
 yaml = ["pyyaml (>=6.0.1)"]
 
 [[package]]
 name = "pyflakes"
-version = "3.3.2"
+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-3.3.2-py2.py3-none-any.whl", hash = "sha256:5039c8339cbb1944045f4ee5466908906180f13cc99cc9949348d10f82a5c32a"},
-    {file = "pyflakes-3.3.2.tar.gz", hash = "sha256:6dfd61d87b97fba5dcfaaf781171ac16be16453be6d816147989e7f6e6a9576b"},
+    {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
+    {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
 ]
 
 [[package]]
 name = "pygments"
-version = "2.19.1"
+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-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
-    {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
 ]
 
 [package.extras]
@@ -5354,6 +5865,7 @@ 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"},
@@ -5365,6 +5877,7 @@ 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"},
@@ -5391,6 +5904,7 @@ 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"},
@@ -5401,13 +5915,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf"
-version = "5.4.0"
+version = "5.7.0"
 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-5.4.0-py3-none-any.whl", hash = "sha256:db994ab47cadc81057ea1591b90e5b543e2b7ef2d0e31ef41a9bfe763c119dab"},
-    {file = "pypdf-5.4.0.tar.gz", hash = "sha256:9af476a9dc30fcb137659b0dec747ea94aa954933c52cf02ee33e39a16fe9175"},
+    {file = "pypdf-5.7.0-py3-none-any.whl", hash = "sha256:203379453439f5b68b7a1cd43cdf4c5f7a02b84810cefa7f93a47b350aaaba48"},
+    {file = "pypdf-5.7.0.tar.gz", hash = "sha256:68c92f2e1aae878bab1150e74447f31ab3848b1c0a6f8becae9f0b1904460b6f"},
 ]
 
 [package.dependencies]
@@ -5416,7 +5931,7 @@ typing_extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 [package.extras]
 crypto = ["cryptography"]
 cryptodome = ["PyCryptodome"]
-dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
+dev = ["black", "flit", "pip-tools", "pre-commit", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
 docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow (>=8.0.0)", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
@@ -5427,19 +5942,22 @@ 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"},
 ]
 
 [[package]]
 name = "pyright"
-version = "1.1.399"
+version = "1.1.402"
 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-1.1.399-py3-none-any.whl", hash = "sha256:55f9a875ddf23c9698f24208c764465ffdfd38be6265f7faf9a176e1dc549f3b"},
-    {file = "pyright-1.1.399.tar.gz", hash = "sha256:439035d707a36c3d1b443aec980bc37053fbda88158eded24b8eedcf1c7b7a1b"},
+    {file = "pyright-1.1.402-py3-none-any.whl", hash = "sha256:2c721f11869baac1884e846232800fe021c33f1b4acb3929cff321f7ea4e2982"},
+    {file = "pyright-1.1.402.tar.gz", hash = "sha256:85a33c2d40cd4439c66aa946fd4ce71ab2f3f5b8c22ce36a623f59ac22937683"},
 ]
 
 [package.dependencies]
@@ -5457,6 +5975,7 @@ 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"},
 ]
@@ -5467,25 +5986,28 @@ websocket-client = "!=0.49"
 
 [[package]]
 name = "pytest"
-version = "8.3.5"
+version = "8.4.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev", "dev,tests"]
 files = [
-    {file = "pytest-8.3.5-py3-none-any.whl", hash = "sha256:c69214aa47deac29fad6c2a4f590b9c4a9fdb16a403176fe154b79c0b4d4d820"},
-    {file = "pytest-8.3.5.tar.gz", hash = "sha256:f4efe70cc14e511565ac476b57c279e12a855b11f48f212af1080ef2263d3845"},
+    {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 = "*", markers = "sys_platform == \"win32\""}
-exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
-iniconfig = "*"
-packaging = "*"
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
+iniconfig = ">=1"
+packaging = ">=20"
 pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-asyncio"
@@ -5493,6 +6015,8 @@ 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"},
@@ -5511,6 +6035,7 @@ 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"},
@@ -5526,6 +6051,7 @@ 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"},
@@ -5539,13 +6065,14 @@ test = ["black (>=22.1.0)", "flake8 (>=4.0.1)", "pre-commit (>=2.17.0)", "tox (>
 
 [[package]]
 name = "pytest-mock"
-version = "3.14.0"
+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-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
-    {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
+    {file = "pytest_mock-3.14.1-py3-none-any.whl", hash = "sha256:178aefcd11307d874b4cd3100344e7e2d888d9791a6a1d9bfe90fbc1b74fd1d0"},
+    {file = "pytest_mock-3.14.1.tar.gz", hash = "sha256:159e9edac4c451ce77a5cdb9fc5d1100708d2dd4ba3c3df572f14097351af80e"},
 ]
 
 [package.dependencies]
@@ -5560,6 +6087,8 @@ 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"},
@@ -5574,6 +6103,7 @@ 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"},
@@ -5600,7 +6130,7 @@ 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]]
@@ -5609,6 +6139,7 @@ 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"},
@@ -5619,13 +6150,14 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
-version = "1.1.0"
+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-1.1.0-py3-none-any.whl", hash = "sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d"},
-    {file = "python_dotenv-1.1.0.tar.gz", hash = "sha256:41f90bc6f5f177fb41f53e87666db362025010eb28f60a01c9143bfa33a2b2d5"},
+    {file = "python_dotenv-1.1.1-py3-none-any.whl", hash = "sha256:31f23644fe2602f88ff55e1f5c79ba497e01224ee7737937930c448e4d0e24dc"},
+    {file = "python_dotenv-1.1.1.tar.gz", hash = "sha256:a8a6399716257f45be6a007360200409fce5cda2661e3dec71d23dc15f6189ab"},
 ]
 
 [package.extras]
@@ -5658,6 +6190,7 @@ 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"},
@@ -5693,6 +6226,7 @@ version = "2023.4"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
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 [package.dependencies]
 cffi = {version = "*", markers = "implementation_name == \"pypy\""}
@@ -5896,6 +6421,7 @@ version = "2.1.0"
 description = "Python library to build pretty command line user prompts ⭐️"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
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@@ -5910,6 +6436,8 @@ version = "6.2.0"
 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 = [
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@@ -5929,6 +6457,7 @@ 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"},
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@@ -5945,6 +6474,7 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"},
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@@ -6044,18 +6574,19 @@ files = [
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.4"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
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+    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -6069,6 +6600,8 @@ 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 = [
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 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 = [
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@@ -6098,136 +6632,169 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.24.0"
+version = "0.26.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "rpds_py-0.26.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:582462833ba7cee52e968b0341b85e392ae53d44c0f9af6a5927c80e539a8b67"},
+    {file = "rpds_py-0.26.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:69a607203441e07e9a8a529cff1d5b73f6a160f22db1097211e6212a68567d11"},
+    {file = "rpds_py-0.26.0.tar.gz", hash = "sha256:20dae58a859b0906f0685642e591056f1e787f3a8b39c8e8749a45dc7d26bdb0"},
 ]
 
 [[package]]
 name = "rsa"
-version = "4.9"
+version = "4.9.1"
 description = "Pure-Python RSA implementation"
 optional = true
-python-versions = ">=3.6,<4"
+python-versions = "<4,>=3.6"
+groups = ["main"]
+markers = "extra == \"google\""
 files = [
-    {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
-    {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
+    {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
+    {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"},
 ]
 
 [package.dependencies]
@@ -6239,6 +6806,8 @@ 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"},
@@ -6252,13 +6821,15 @@ crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
 
 [[package]]
 name = "scramp"
-version = "1.4.5"
+version = "1.4.6"
 description = "An implementation of the SCRAM protocol."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"postgres\" or extra == \"desktop\" or extra == \"all\""
 files = [
-    {file = "scramp-1.4.5-py3-none-any.whl", hash = "sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7"},
-    {file = "scramp-1.4.5.tar.gz", hash = "sha256:be3fbe774ca577a7a658117dca014e5d254d158cecae3dd60332dfe33ce6d78e"},
+    {file = "scramp-1.4.6-py3-none-any.whl", hash = "sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1"},
+    {file = "scramp-1.4.6.tar.gz", hash = "sha256:fe055ebbebf4397b9cb323fcc4b299f219cd1b03fd673ca40c97db04ac7d107e"},
 ]
 
 [package.dependencies]
@@ -6270,6 +6841,7 @@ 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"},
@@ -6281,6 +6853,7 @@ 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"},
@@ -6336,6 +6909,7 @@ 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"},
@@ -6343,7 +6917,7 @@ 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)", "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 (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-ruff (>=0.3.2) ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "shellingham"
@@ -6351,6 +6925,7 @@ version = "1.5.4"
 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"},
@@ -6382,6 +6957,7 @@ 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"},
@@ -6393,6 +6969,7 @@ 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"},
@@ -6400,13 +6977,14 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.6"
+version = "2.7"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
-    {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
+    {file = "soupsieve-2.7-py3-none-any.whl", hash = "sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4"},
+    {file = "soupsieve-2.7.tar.gz", hash = "sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a"},
 ]
 
 [[package]]
@@ -6415,6 +6993,7 @@ version = "2.0.41"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "SQLAlchemy-2.0.41-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:6854175807af57bdb6425e47adbce7d20a4d79bbfd6f6d6519cd10bb7109a7f8"},
     {file = "SQLAlchemy-2.0.41-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:05132c906066142103b83d9c250b60508af556982a385d96c4eaa9fb9720ac2b"},
@@ -6510,6 +7089,7 @@ version = "0.7.0"
 description = "JSON type with nested change tracking for SQLAlchemy"
 optional = false
 python-versions = ">= 3.6"
+groups = ["main"]
 files = [
     {file = "sqlalchemy-json-0.7.0.tar.gz", hash = "sha256:620d0b26f648f21a8fa9127df66f55f83a5ab4ae010e5397a5c6989a08238561"},
     {file = "sqlalchemy_json-0.7.0-py3-none-any.whl", hash = "sha256:27881d662ca18363a4ac28175cc47ea2a6f2bef997ae1159c151026b741818e6"},
@@ -6527,6 +7107,7 @@ version = "0.41.2"
 description = "Various utility functions for SQLAlchemy."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "SQLAlchemy-Utils-0.41.2.tar.gz", hash = "sha256:bc599c8c3b3319e53ce6c5c3c471120bd325d0071fb6f38a10e924e3d07b9990"},
     {file = "SQLAlchemy_Utils-0.41.2-py3-none-any.whl", hash = "sha256:85cf3842da2bf060760f955f8467b87983fb2e30f1764fd0e24a48307dc8ec6e"},
@@ -6544,8 +7125,8 @@ intervals = ["intervals (>=0.7.1)"]
 password = ["passlib (>=1.6,<2.0)"]
 pendulum = ["pendulum (>=2.0.5)"]
 phone = ["phonenumbers (>=5.9.2)"]
-test = ["Jinja2 (>=2.3)", "Pygments (>=1.2)", "backports.zoneinfo", "docutils (>=0.10)", "flake8 (>=2.4.0)", "flexmock (>=0.9.7)", "isort (>=4.2.2)", "pg8000 (>=1.12.4)", "psycopg (>=3.1.8)", "psycopg2 (>=2.5.1)", "psycopg2cffi (>=2.8.1)", "pymysql", "pyodbc", "pytest (==7.4.4)", "python-dateutil (>=2.6)", "pytz (>=2014.2)"]
-test-all = ["Babel (>=1.3)", "Jinja2 (>=2.3)", "Pygments (>=1.2)", "arrow (>=0.3.4)", "backports.zoneinfo", "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)"]
+test = ["Jinja2 (>=2.3)", "Pygments (>=1.2)", "backports.zoneinfo ; python_version < \"3.9\"", "docutils (>=0.10)", "flake8 (>=2.4.0)", "flexmock (>=0.9.7)", "isort (>=4.2.2)", "pg8000 (>=1.12.4)", "psycopg (>=3.1.8)", "psycopg2 (>=2.5.1)", "psycopg2cffi (>=2.8.1)", "pymysql", "pyodbc", "pytest (==7.4.4)", "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)"]
 
@@ -6555,6 +7136,7 @@ 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"},
@@ -6566,21 +7148,23 @@ SQLAlchemy = ">=2.0.0,<2.1.0"
 
 [[package]]
 name = "sse-starlette"
-version = "2.2.1"
+version = "2.4.1"
 description = "SSE plugin for Starlette"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "sse_starlette-2.2.1-py3-none-any.whl", hash = "sha256:6410a3d3ba0c89e7675d4c273a301d64649c03a5ef1ca101f10b47f895fd0e99"},
-    {file = "sse_starlette-2.2.1.tar.gz", hash = "sha256:54470d5f19274aeed6b2d473430b08b4b379ea851d953b11d7f1c4a2c118b419"},
+    {file = "sse_starlette-2.4.1-py3-none-any.whl", hash = "sha256:08b77ea898ab1a13a428b2b6f73cfe6d0e607a7b4e15b9bb23e4a37b087fd39a"},
+    {file = "sse_starlette-2.4.1.tar.gz", hash = "sha256:7c8a800a1ca343e9165fc06bbda45c78e4c6166320707ae30b416c42da070926"},
 ]
 
 [package.dependencies]
 anyio = ">=4.7.0"
-starlette = ">=0.41.3"
 
 [package.extras]
-examples = ["fastapi"]
+daphne = ["daphne (>=4.2.0)"]
+examples = ["aiosqlite (>=0.21.0)", "fastapi (>=0.115.12)", "sqlalchemy[asyncio,examples] (>=2.0.41)", "starlette (>=0.41.3)", "uvicorn (>=0.34.0)"]
+granian = ["granian (>=2.3.1)"]
 uvicorn = ["uvicorn (>=0.34.0)"]
 
 [[package]]
@@ -6589,10 +7173,12 @@ 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"
@@ -6604,13 +7190,14 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.46.1"
+version = "0.46.2"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "starlette-0.46.1-py3-none-any.whl", hash = "sha256:77c74ed9d2720138b25875133f3a2dae6d854af2ec37dceb56aef370c1d8a227"},
-    {file = "starlette-0.46.1.tar.gz", hash = "sha256:3c88d58ee4bd1bb807c0d1acb381838afc7752f9ddaec81bbe4383611d833230"},
+    {file = "starlette-0.46.2-py3-none-any.whl", hash = "sha256:595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35"},
+    {file = "starlette-0.46.2.tar.gz", hash = "sha256:7f7361f34eed179294600af672f565727419830b54b7b084efe44bb82d2fccd5"},
 ]
 
 [package.dependencies]
@@ -6625,6 +7212,7 @@ 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"},
@@ -6636,6 +7224,7 @@ 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"},
@@ -6646,13 +7235,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "tavily-python"
-version = "0.7.2"
+version = "0.7.9"
 description = "Python wrapper for the Tavily API"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
-    {file = "tavily_python-0.7.2-py3-none-any.whl", hash = "sha256:0d7cc8b1a2f95ac10cf722094c3b5807aade67cc7750f7ca605edef7455d4c62"},
-    {file = "tavily_python-0.7.2.tar.gz", hash = "sha256:34f713002887df2b5e6b8d7db7bc64ae107395bdb5f53611e80a89dac9cbdf19"},
+    {file = "tavily_python-0.7.9-py3-none-any.whl", hash = "sha256:6d70ea86e2ccba061d0ea98c81922784a01c186960304d44436304f114f22372"},
+    {file = "tavily_python-0.7.9.tar.gz", hash = "sha256:61aa13ca89e2e40d645042c8d27afc478b27846fb79bb21d4f683ed28f173dc7"},
 ]
 
 [package.dependencies]
@@ -6662,13 +7252,14 @@ tiktoken = ">=0.5.1"
 
 [[package]]
 name = "tenacity"
-version = "9.1.2"
+version = "8.5.0"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
+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"},
+    {file = "tenacity-8.5.0-py3-none-any.whl", hash = "sha256:b594c2a5945830c267ce6b79a166228323ed52718f30302c1359836112346687"},
+    {file = "tenacity-8.5.0.tar.gz", hash = "sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78"},
 ]
 
 [package.extras]
@@ -6681,6 +7272,7 @@ version = "0.9.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "tiktoken-0.9.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:586c16358138b96ea804c034b8acf3f5d3f0258bd2bc3b0227af4af5d622e382"},
     {file = "tiktoken-0.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d9c59ccc528c6c5dd51820b3474402f69d9a9e1d656226848ad68a8d5b2e5108"},
@@ -6724,13 +7316,15 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tokenize-rt"
-version = "6.1.0"
+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-6.1.0-py2.py3-none-any.whl", hash = "sha256:d706141cdec4aa5f358945abe36b911b8cbdc844545da99e811250c0cee9b6fc"},
-    {file = "tokenize_rt-6.1.0.tar.gz", hash = "sha256:e8ee836616c0877ab7c7b54776d2fefcc3bde714449a206762425ae114b53c86"},
+    {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"},
 ]
 
 [[package]]
@@ -6739,6 +7333,8 @@ version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+groups = ["main"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
@@ -6750,6 +7346,8 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev", "dev,tests"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -6787,22 +7385,24 @@ files = [
 
 [[package]]
 name = "tornado"
-version = "6.4.2"
+version = "6.5.1"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"},
-    {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"},
-    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1a017d239bd1bb0919f72af256a970624241f070496635784d9bf0db640d3fec"},
-    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c36e62ce8f63409301537222faffcef7dfc5284f27eec227389f2ad11b09d946"},
-    {file = "tornado-6.4.2-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bca9eb02196e789c9cb5c3c7c0f04fb447dc2adffd95265b2c7223a8a615ccbf"},
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-    {file = "tornado-6.4.2-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:932d195ca9015956fa502c6b56af9eb06106140d844a335590c1ec7f5277d10c"},
-    {file = "tornado-6.4.2-cp38-abi3-win32.whl", hash = "sha256:2876cef82e6c5978fde1e0d5b1f919d756968d5b4282418f3146b79b58556482"},
-    {file = "tornado-6.4.2-cp38-abi3-win_amd64.whl", hash = "sha256:908b71bf3ff37d81073356a5fadcc660eb10c1476ee6e2725588626ce7e5ca38"},
-    {file = "tornado-6.4.2.tar.gz", hash = "sha256:92bad5b4746e9879fd7bf1eb21dce4e3fc5128d71601f80005afa39237ad620b"},
+    {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"},
+    {file = "tornado-6.5.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b77e9dfa7ed69754a54c89d82ef746398be82f749df69c4d3abe75c4d1ff4888"},
+    {file = "tornado-6.5.1-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:253b76040ee3bab8bcf7ba9feb136436a3787208717a1fb9f2c16b744fba7331"},
+    {file = "tornado-6.5.1-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:308473f4cc5a76227157cdf904de33ac268af770b2c5f05ca6c1161d82fdd95e"},
+    {file = "tornado-6.5.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:caec6314ce8a81cf69bd89909f4b633b9f523834dc1a352021775d45e51d9401"},
+    {file = "tornado-6.5.1-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:13ce6e3396c24e2808774741331638ee6c2f50b114b97a55c5b442df65fd9692"},
+    {file = "tornado-6.5.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:5cae6145f4cdf5ab24744526cc0f55a17d76f02c98f4cff9daa08ae9a217448a"},
+    {file = "tornado-6.5.1-cp39-abi3-win32.whl", hash = "sha256:e0a36e1bc684dca10b1aa75a31df8bdfed656831489bc1e6a6ebed05dc1ec365"},
+    {file = "tornado-6.5.1-cp39-abi3-win_amd64.whl", hash = "sha256:908e7d64567cecd4c2b458075589a775063453aeb1d2a1853eedb806922f568b"},
+    {file = "tornado-6.5.1-cp39-abi3-win_arm64.whl", hash = "sha256:02420a0eb7bf617257b9935e2b754d1b63897525d8a289c9d65690d580b4dcf7"},
+    {file = "tornado-6.5.1.tar.gz", hash = "sha256:84ceece391e8eb9b2b95578db65e920d2a61070260594819589609ba9bc6308c"},
 ]
 
 [[package]]
@@ -6811,6 +7411,7 @@ 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"},
@@ -6832,10 +7433,12 @@ 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"]
@@ -6847,6 +7450,7 @@ 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"},
@@ -6860,14 +7464,16 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "typing-extensions"
-version = "4.13.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.14.1"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev", "dev,tests"]
 files = [
-    {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
-    {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
+    {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,tests" = "python_version == \"3.10\""}
 
 [[package]]
 name = "typing-inspect"
@@ -6875,6 +7481,7 @@ 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"},
@@ -6886,13 +7493,14 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.0"
+version = "0.4.1"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f"},
-    {file = "typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122"},
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
 ]
 
 [package.dependencies]
@@ -6904,6 +7512,7 @@ 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"},
@@ -6915,6 +7524,7 @@ 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"},
@@ -6928,17 +7538,18 @@ devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)
 
 [[package]]
 name = "urllib3"
-version = "2.4.0"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"},
-    {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"},
+    {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)"]
@@ -6949,6 +7560,7 @@ 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"},
@@ -6960,7 +7572,7 @@ h11 = ">=0.8"
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [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"
@@ -6968,6 +7580,8 @@ 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\""
 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"},
@@ -7015,13 +7629,15 @@ test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil",
 
 [[package]]
 name = "virtualenv"
-version = "20.30.0"
+version = "20.31.2"
 description = "Virtual Python Environment builder"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"dev\" or extra == \"all\""
 files = [
-    {file = "virtualenv-20.30.0-py3-none-any.whl", hash = "sha256:e34302959180fca3af42d1800df014b35019490b119eba981af27f2fa486e5d6"},
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 [package.dependencies]
@@ -7031,86 +7647,123 @@ platformdirs = ">=3.9.1,<5"
 
 [package.extras]
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 optional = true
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -7122,6 +7775,7 @@ version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
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@@ -7133,6 +7787,7 @@ 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"},
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@@ -7149,6 +7804,8 @@ 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 = [
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@@ -7227,6 +7884,8 @@ 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 = [
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@@ -7244,6 +7903,8 @@ 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"},
 ]
@@ -7258,6 +7919,7 @@ version = "1.17.2"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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@@ -7358,98 +8020,116 @@ h11 = ">=0.9.0,<1"
 
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 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "yarl-1.20.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e42ba79e2efb6845ebab49c7bf20306c4edf74a0b20fc6b2ccdd1a219d12fad3"},
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+    {file = "yarl-1.20.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f5a5928ff5eb13408c62a968ac90d43f8322fd56d87008b8f9dabf3c0f6ee983"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30c41ad5d717b3961b2dd785593b67d386b73feca30522048d37298fee981805"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:59febc3969b0781682b469d4aca1a5cab7505a4f7b85acf6db01fa500fa3f6ba"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d2b6fb3622b7e5bf7a6e5b679a69326b4279e805ed1699d749739a61d242449e"},
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+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9427925776096e664c39e131447aa20ec738bdd77c049c48ea5200db2237e000"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ff70f32aa316393eaf8222d518ce9118148eddb8a53073c2403863b41033eed5"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:c7ddf7a09f38667aea38801da8b8d6bfe81df767d9dfc8c88eb45827b195cd1c"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:57edc88517d7fc62b174fcfb2e939fbc486a68315d648d7e74d07fac42cec240"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:dab096ce479d5894d62c26ff4f699ec9072269d514b4edd630a393223f45a0ee"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:14a85f3bd2d7bb255be7183e5d7d6e70add151a98edf56a770d6140f5d5f4010"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:2c89b5c792685dd9cd3fa9761c1b9f46fc240c2a3265483acc1565769996a3f8"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:69e9b141de5511021942a6866990aea6d111c9042235de90e08f94cf972ca03d"},
+    {file = "yarl-1.20.1-cp39-cp39-win32.whl", hash = "sha256:b5f307337819cdfdbb40193cad84978a029f847b0a357fbe49f712063cfc4f06"},
+    {file = "yarl-1.20.1-cp39-cp39-win_amd64.whl", hash = "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00"},
+    {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
 ]
 
 [package.dependencies]
@@ -7459,32 +8139,35 @@ propcache = ">=0.2.1"
 
 [[package]]
 name = "zipp"
-version = "3.21.0"
+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-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+    {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)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [[package]]
 name = "zope-event"
-version = "5.0"
+version = "5.1"
 description = "Very basic event publishing system"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"dev\" or extra == \"desktop\" or extra == \"all\""
 files = [
-    {file = "zope.event-5.0-py3-none-any.whl", hash = "sha256:2832e95014f4db26c47a13fdaef84cef2f4df37e66b59d8f1f4a8f319a632c26"},
-    {file = "zope.event-5.0.tar.gz", hash = "sha256:bac440d8d9891b4068e2b5a2c5e2c9765a9df762944bda6955f96bb9b91e67cd"},
+    {file = "zope_event-5.1-py3-none-any.whl", hash = "sha256:53de8f0e9f61dc0598141ac591f49b042b6d74784dab49971b9cc91d0f73a7df"},
+    {file = "zope_event-5.1.tar.gz", hash = "sha256:a153660e0c228124655748e990396b9d8295d6e4f546fa1b34f3319e1c666e7f"},
 ]
 
 [package.dependencies]
@@ -7500,6 +8183,8 @@ 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"},
@@ -7554,6 +8239,8 @@ 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"},
@@ -7675,6 +8362,6 @@ server = ["fastapi", "uvicorn"]
 tests = ["wikipedia"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = "<3.14,>=3.10"
-content-hash = "da458cbf536613c920adb0364c1cf443fdfed396a8866bd72cfbb869813ccf1c"
+content-hash = "b2f23b566c52a2ecb9d656383d00f8ac64293690e0f6fcc0d354ed2d2ad8807b"
diff --git a/pyproject.toml b/pyproject.toml
index e9e72b52..00386f38 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -99,6 +99,7 @@ structlog = "^25.4.0"
 certifi = "^2025.6.15"
 aioboto3 = {version = "^14.3.0", optional = true}
 pinecone = {extras = ["asyncio"], version = "^7.3.0"}
+aiosqlite = "^0.21.0"
 
 
 [tool.poetry.extras]
@@ -115,6 +116,7 @@ google = ["google-genai"]
 desktop = ["pgvector", "pg8000", "psycopg2-binary", "psycopg2", "pyright", "websockets", "fastapi", "uvicorn", "docker", "langchain", "wikipedia", "langchain-community", "locust"]
 all = ["pgvector", "pg8000", "psycopg2-binary", "psycopg2", "pytest", "pytest-asyncio", "pexpect", "black", "pre-commit", "pyright", "pytest-order", "autoflake", "isort", "websockets", "fastapi", "uvicorn", "docker", "langchain", "wikipedia", "langchain-community", "locust", "uvloop", "granian", "redis"]
 
+
 [tool.poetry.group.dev.dependencies]
 black = "^24.4.2"
 ipykernel = "^6.29.5"
diff --git a/scripts/docker-compose.yml b/scripts/docker-compose.yml
new file mode 100644
index 00000000..3347d213
--- /dev/null
+++ b/scripts/docker-compose.yml
@@ -0,0 +1,32 @@
+version: '3.7'
+services:
+  redis:
+    image: redis:alpine
+    container_name: redis
+    healthcheck:
+      test: ['CMD-SHELL', 'redis-cli ping | grep PONG']
+      interval: 1s
+      timeout: 3s
+      retries: 5
+    ports:
+      - '6379:6379'
+    volumes:
+      - ./data/redis:/data
+    command: redis-server --appendonly yes
+  postgres:
+    image: ankane/pgvector
+    container_name: postgres
+    healthcheck:
+      test: ['CMD-SHELL', 'pg_isready -U postgres']
+      interval: 1s
+      timeout: 3s
+      retries: 5
+    ports:
+      - '5432:5432'
+    environment:
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: postgres
+      POSTGRES_DB: letta
+    volumes:
+      - ./data/postgres:/var/lib/postgresql/data
+      - ./scripts/postgres-db-init/init.sql:/docker-entrypoint-initdb.d/init.sql
diff --git a/tests/integration_test_sleeptime_agent.py b/tests/integration_test_sleeptime_agent.py
index cb2a66cd..a06359c3 100644
--- a/tests/integration_test_sleeptime_agent.py
+++ b/tests/integration_test_sleeptime_agent.py
@@ -156,6 +156,7 @@ async def test_sleeptime_group_chat(server, actor):
 
     # 6. Verify run status after sleep
     time.sleep(2)
+
     for run_id in run_ids:
         job = server.job_manager.get_job_by_id(job_id=run_id, actor=actor)
         assert job.status == JobStatus.running or job.status == JobStatus.completed
diff --git a/tests/test_base_functions.py b/tests/test_base_functions.py
index f267c61d..7ba28ee9 100644
--- a/tests/test_base_functions.py
+++ b/tests/test_base_functions.py
@@ -151,6 +151,7 @@ def test_archival(agent_obj):
 def test_recall(server, agent_obj, default_user):
     """Test that an agent can recall messages using a keyword via conversation search."""
     keyword = "banana"
+    "".join(reversed(keyword))
 
     # Send messages
     for msg in ["hello", keyword, "tell me a fun fact"]:
diff --git a/tests/test_tool_sandbox/restaurant_management_system/adjust_menu_prices.py b/tests/test_tool_sandbox/restaurant_management_system/adjust_menu_prices.py
index 1d3d9d3e..ffe734b3 100644
--- a/tests/test_tool_sandbox/restaurant_management_system/adjust_menu_prices.py
+++ b/tests/test_tool_sandbox/restaurant_management_system/adjust_menu_prices.py
@@ -8,10 +8,9 @@ def adjust_menu_prices(percentage: float) -> str:
         str: A formatted string summarizing the price adjustments.
     """
     import cowsay
-    from tqdm import tqdm
-
     from core.menu import Menu, MenuItem  # Import a class from the codebase
     from core.utils import format_currency  # Use a utility function to test imports
+    from tqdm import tqdm
 
     if not isinstance(percentage, (int, float)):
         raise TypeError("percentage must be a number")