b8e9a80d93
* wait I forgot to comit locally * cp the entire core directory and then rm the .git subdir
81 lines
3.5 KiB
Python
81 lines
3.5 KiB
Python
from datetime import datetime
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from typing import Optional
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from pydantic import Field
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from letta.helpers.tpuf_client import should_use_tpuf
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from letta.schemas.embedding_config import EmbeddingConfig
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from letta.schemas.enums import VectorDBProvider
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from letta.schemas.letta_base import LettaBase
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class BaseSource(LettaBase):
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"""
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Shared attributes across all source schemas.
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"""
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__id_prefix__ = "source"
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# Core source fields
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name: str = Field(..., description="The name of the source.")
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description: Optional[str] = Field(None, description="The description of the source.")
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instructions: Optional[str] = Field(None, description="Instructions for how to use the source.")
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metadata: Optional[dict] = Field(None, description="Metadata associated with the source.")
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class Source(BaseSource):
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"""
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Representation of a source, which is a collection of files and passages.
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Parameters:
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id (str): The ID of the source
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name (str): The name of the source.
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embedding_config (EmbeddingConfig): The embedding configuration used by the source.
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user_id (str): The ID of the user that created the source.
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metadata (dict): Metadata associated with the source.
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description (str): The description of the source.
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"""
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id: str = BaseSource.generate_id_field()
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embedding_config: EmbeddingConfig = Field(..., description="The embedding configuration used by the source.")
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organization_id: Optional[str] = Field(None, description="The ID of the organization that created the source.")
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metadata: Optional[dict] = Field(None, validation_alias="metadata_", description="Metadata associated with the source.")
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# metadata fields
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vector_db_provider: VectorDBProvider = Field(
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default=VectorDBProvider.NATIVE,
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description="The vector database provider used for this source's passages",
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)
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created_by_id: Optional[str] = Field(None, description="The id of the user that made this Tool.")
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last_updated_by_id: Optional[str] = Field(None, description="The id of the user that made this Tool.")
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created_at: Optional[datetime] = Field(None, description="The timestamp when the source was created.")
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updated_at: Optional[datetime] = Field(None, description="The timestamp when the source was last updated.")
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class SourceCreate(BaseSource):
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"""
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Schema for creating a new Source.
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"""
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# TODO: @matt, make this required after shub makes the FE changes
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embedding: Optional[str] = Field(None, description="The handle for the embedding config used by the source.")
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embedding_chunk_size: Optional[int] = Field(None, description="The chunk size of the embedding.")
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# TODO: remove (legacy config)
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embedding_config: Optional[EmbeddingConfig] = Field(None, description="(Legacy) The embedding configuration used by the source.")
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class SourceUpdate(BaseSource):
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"""
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Schema for updating an existing Source.
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"""
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# Override base fields to make them optional for updates
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name: Optional[str] = Field(None, description="The name of the source.")
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description: Optional[str] = Field(None, description="The description of the source.")
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instructions: Optional[str] = Field(None, description="Instructions for how to use the source.")
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metadata: Optional[dict] = Field(None, description="Metadata associated with the source.")
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# Additional update-specific fields
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embedding_config: Optional[EmbeddingConfig] = Field(None, description="The embedding configuration used by the source.")
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