Qdrant, Google Cloud, Azure, Openai Api, Retrieval Augmented Gen.
id=idx, vector=vector.tolist(), payload={"text": text} ) for idx, (vector, text) in enumerate(zip(embeddings, documents)) ] ) As the data has been uploaded to Qdrant Cluster on Google Cloud, we can access it from any device just with the url and the api_key. Below code can be used from any device: