pre_delete_collection=pre_delete_collection,
        )
        store.add_embeddings(
            texts=texts, embeddings=embeddings, metadatas=metadatas, ids=ids, **kwargs
        )
        return store
[docs]    def add_embeddings(
        self,
        texts: List[str],
        embeddings: List[List[float]],
        metadatas: List[dict],
        ids: List[str],
        **kwargs: Any,
    ) -> None:
        with Session(self._conn) as session:
            collection = self.get_collection(session)
            if not collection:
                raise ValueError("Collection not found")
            for text, metadata, embedding, id in zip(texts, metadatas, embeddings, ids):
                embedding_store = EmbeddingStore(
                    embedding=embedding,
                    document=text,
                    cmetadata=metadata,
                    custom_id=id,
                )
                collection.embeddings.append(embedding_store)
                session.add(embedding_store)
            session.commit()
[docs]    def add_texts(
        self,
        texts: Iterable[str],
        metadatas: Optional[List[dict]] = None,
        ids: Optional[List[str]] = None,
        **kwargs: Any,
    ) -> List[str]:
        if ids is None:
            ids = [str(uuid.uuid1()) for _ in texts]
        embeddings = self.embedding_function.embed_documents(list(texts))
        if not metadatas:
            metadatas = [{} for _ in texts]
        with Session(self._conn) as session:
            collection = self.get_collection(session)
            if not collection:
                raise ValueError("Collection not found")
            for text, metadata, embedding, id in zip(texts, metadatas, embeddings, ids):