Passage

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Passage

class Passage(PassageBase)

Representation of a passage, which is stored in archival memory.

Arguments:

• text str - The text of the passage.
• embedding List[float] - The embedding of the passage.
• embedding_config EmbeddingConfig - The embedding configuration used by the passage.
• created_at datetime - The creation date of the passage.
• user_id str - The unique identifier of the user associated with the passage.
• agent_id str - The unique identifier of the agent associated with the passage.
• source_id str - The data source of the passage.
• doc_id str - The unique identifier of the document associated with the passage.

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pad_embeddings

@field_validator("embedding")
@classmethod
def pad_embeddings(cls, embedding: List[float]) -> List[float]

Pad embeddings to MAX_EMBEDDING_SIZE. This is necessary to ensure all stored embeddings are the same size.