@abstractmethod
    def insert(self, name, vectors, payloads=None, ids=None):
        """Insert vectors into a collection."""
        pass

    def insert(self, vectors: list, payloads: list = None, ids: list = None):
        """
        Insert vectors into a collection.

        Args:
            vectors (list): List of vectors to insert.
            payloads (list, optional): List of payloads corresponding to vectors. Defaults to None.
            ids (list, optional): List of IDs corresponding to vectors. Defaults to None.
        """
        logger.info(f"Inserting {len(vectors)} vectors into collection {self.collection_name}")
        points = [
            PointStruct(
                id=idx if ids is None else ids[idx],
                vector=vector,
                payload=payloads[idx] if payloads else {},
            )
            for idx, vector in enumerate(vectors)
        ]
        self.client.upsert(collection_name=self.collection_name, points=points)