Method _embedding_vector_length

api/data_pipeline.py:858–871

(doc: Document)

            List[Document]: List of Document objects
        """
        def _embedding_vector_length(doc: Document) -> int:
            vector = getattr(doc, "vector", None)
            if vector is None:
                return 0
            try:
                if hasattr(vector, "shape"):
                    if len(vector.shape) == 0:
                        return 0
                    return int(vector.shape[-1])
                if hasattr(vector, "__len__"):
                    return int(len(vector))
            except Exception:
                return 0
            return 0

        # Handle backward compatibility
        if embedder_type is None and is_ollama_embedder is not None: