Qdrant, Google Cloud, Azure, Openai Api, Retrieval Augmented Gen.
QdrantClient( url="https://c065099d-b51c-4e03-b680-646b177fc993.us-east4-0.gcp.cloud.qdrant.io:6333", api_key="[Qdrant-Api-Key]", https=True, ) def generate_response(Question): query_embeddings = embed_query(Question) collection_name = 'RAG-Usage-Example' all_text = "" # Retrieve all hits and