48 lines
2.3 KiB
Python
48 lines
2.3 KiB
Python
from __future__ import annotations
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from datetime import datetime
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from typing import Any, Dict, Optional
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from pydantic import Field
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from letta.helpers.datetime_helpers import get_utc_time
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from letta.schemas.enums import PrimitiveType
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from letta.schemas.letta_base import OrmMetadataBase
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class BaseProviderTrace(OrmMetadataBase):
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__id_prefix__ = PrimitiveType.PROVIDER_TRACE.value
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class ProviderTrace(BaseProviderTrace):
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"""
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Letta's internal representation of a provider trace.
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Attributes:
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id (str): The unique identifier of the provider trace.
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request_json (Dict[str, Any]): JSON content of the provider request.
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response_json (Dict[str, Any]): JSON content of the provider response.
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step_id (str): ID of the step that this trace is associated with.
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agent_id (str): ID of the agent that generated this trace.
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agent_tags (list[str]): Tags associated with the agent for filtering.
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call_type (str): Type of call (agent_step, summarization, etc.).
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run_id (str): ID of the run this trace is associated with.
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source (str): Source service that generated this trace (memgpt-server, lettuce-py).
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organization_id (str): The unique identifier of the organization.
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created_at (datetime): The timestamp when the object was created.
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"""
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id: str = BaseProviderTrace.generate_id_field()
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request_json: Dict[str, Any] = Field(..., description="JSON content of the provider request")
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response_json: Dict[str, Any] = Field(..., description="JSON content of the provider response")
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step_id: Optional[str] = Field(None, description="ID of the step that this trace is associated with")
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# Telemetry context fields
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agent_id: Optional[str] = Field(None, description="ID of the agent that generated this trace")
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agent_tags: Optional[list[str]] = Field(None, description="Tags associated with the agent for filtering")
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call_type: Optional[str] = Field(None, description="Type of call (agent_step, summarization, etc.)")
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run_id: Optional[str] = Field(None, description="ID of the run this trace is associated with")
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source: Optional[str] = Field(None, description="Source service that generated this trace (memgpt-server, lettuce-py)")
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created_at: datetime = Field(default_factory=get_utc_time, description="The timestamp when the object was created.")
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