How to design a RAG System : A Boilerplate

🎥 Watch the demo on Vimeo GitHub Link A RAG system that is : Chunking with propositional model + late chunking, and simple recursive overlap retrieval Using Qdrant as a Vector DB, utilising its hybrid search (BM25 + Dense Search) Reranks via LLMs Using query enhancement agent via LLMs Using crewAI for conversation+retrieval agent Allows you to chat with data Dividing conversations into sessions,…