Qdrant, Google Cloud, Azure, Openai Api, Retrieval Augmented Gen.
Queries def embed_query(Question): return np.array(list(embedding_model.embed([Question]))) # Initialize Qdrant Client client = QdrantClient( url="https://c065099d-b51c-4e03-b680-646b177fc993.us-east4-0.gcp.cloud.qdrant.io:6333", api_key="[Qdrant-API-Key]", https=True, ) def