Langchain Agents, Qdrant, Llama 3, Groq, Information Retrieval.
HuggingFaceEmbeddings # Step 3: Initialize the TextEmbedding model embeddings = HuggingFaceEmbeddings( model_name="sentence-transformers/all-mpnet-base-v2" ) We are making separate collections for each document so that the agents based on the query will decide which documents it needs based on the