101 lines
3.9 KiB
Python
101 lines
3.9 KiB
Python
from datetime import datetime
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from enum import Enum
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from typing import Optional
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from pydantic import Field
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from letta.schemas.enums import FileProcessingStatus
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from letta.schemas.letta_base import LettaBase
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class FileStatus(str, Enum):
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"""
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Enum to represent the state of a file.
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"""
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open = "open"
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closed = "closed"
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class FileMetadataBase(LettaBase):
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"""Base class for FileMetadata schemas"""
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__id_prefix__ = "file"
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class FileMetadata(FileMetadataBase):
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"""Representation of a single FileMetadata"""
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id: str = FileMetadataBase.generate_id_field()
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organization_id: Optional[str] = Field(None, description="The unique identifier of the organization associated with the document.")
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source_id: str = Field(..., description="The unique identifier of the source associated with the document.")
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file_name: Optional[str] = Field(None, description="The name of the file.")
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file_path: Optional[str] = Field(None, description="The path to the file.")
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file_type: Optional[str] = Field(None, description="The type of the file (MIME type).")
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file_size: Optional[int] = Field(None, description="The size of the file in bytes.")
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file_creation_date: Optional[str] = Field(None, description="The creation date of the file.")
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file_last_modified_date: Optional[str] = Field(None, description="The last modified date of the file.")
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processing_status: FileProcessingStatus = Field(
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default=FileProcessingStatus.PENDING,
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description="The current processing status of the file (e.g. pending, parsing, embedding, completed, error).",
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)
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error_message: Optional[str] = Field(default=None, description="Optional error message if the file failed processing.")
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# orm metadata, optional fields
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created_at: Optional[datetime] = Field(default_factory=datetime.utcnow, description="The creation date of the file.")
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updated_at: Optional[datetime] = Field(default_factory=datetime.utcnow, description="The update date of the file.")
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is_deleted: bool = Field(False, description="Whether this file is deleted or not.")
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# This is optional, and only occasionally pulled in since it can be very large
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content: Optional[str] = Field(
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default=None, description="Optional full-text content of the file; only populated on demand due to its size."
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)
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class FileAgentBase(LettaBase):
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"""Base class for the FileMetadata-⇄-Agent association schemas"""
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__id_prefix__ = "file_agent"
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class FileAgent(FileAgentBase):
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"""
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A single FileMetadata ⇄ Agent association row.
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Captures:
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• whether the agent currently has the file “open”
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• the excerpt (grepped section) in the context window
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• the last time the agent accessed the file
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"""
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id: str = Field(
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...,
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description="The internal ID",
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)
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organization_id: Optional[str] = Field(
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None,
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description="Org ID this association belongs to (inherited from both agent and file).",
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)
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agent_id: str = Field(..., description="Unique identifier of the agent.")
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file_id: str = Field(..., description="Unique identifier of the file.")
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file_name: str = Field(..., description="Name of the file.")
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is_open: bool = Field(True, description="True if the agent currently has the file open.")
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visible_content: Optional[str] = Field(
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None,
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description="Portion of the file the agent is focused on (may be large).",
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)
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last_accessed_at: Optional[datetime] = Field(
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default_factory=datetime.utcnow,
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description="UTC timestamp of the agent’s most recent access to this file.",
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)
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created_at: Optional[datetime] = Field(
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default_factory=datetime.utcnow,
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description="Row creation timestamp (UTC).",
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)
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updated_at: Optional[datetime] = Field(
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default_factory=datetime.utcnow,
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description="Row last-update timestamp (UTC).",
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)
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is_deleted: bool = Field(False, description="Soft-delete flag.")
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