Qdrant, Google Cloud, Azure, Openai Api, Retrieval Augmented Gen.
first 10 sentences Generating Embeddings for the Documents: Use Fastembed to generate Embeddings for the documents which will be stored in Qdrant Cloud for RAG Application. from fastembed import TextEmbedding import numpy as np import time # Initialize the TextEmbedding model embedding_model =