AI, Rag, Vector, Deterministic Retrieval.
in less semantically relevant information than if you had just queried the entire vector database using the concatenated filters. if include_all_rules: texts = [] for filter in filters: query_response = index.query( namespace=namespace, top_k=top_k, vector=question_embedding, filter=filter,