Method add_documents

libs/core/langchain_core/vectorstores.py:191–203

Run more documents through the embeddings and add to the vectorstore. Args: documents: Documents to add to the vectorstore. Returns: List of IDs of the added texts.

(self, documents: List[Document], **kwargs: Any)

        return await run_in_executor(None, self.add_texts, texts, metadatas, **kwargs)

    def add_documents(self, documents: List[Document], **kwargs: Any) -> List[str]:
        """Run more documents through the embeddings and add to the vectorstore.

        Args:
            documents: Documents to add to the vectorstore.

        Returns:
            List of IDs of the added texts.
        """
        # TODO: Handle the case where the user doesn't provide ids on the Collection
        texts = [doc.page_content for doc in documents]
        metadatas = [doc.metadata for doc in documents]
        return self.add_texts(texts, metadatas, **kwargs)

    async def aadd_documents(
        self, documents: List[Document], **kwargs: Any