Running a quantized Llama2 model on Apple M1 Pro for on-device question answering, with LangChain and FAISS for local RAG without relying on cloud APIs.

Building a Retrieval Augmented Generation (RAG) chatbot that answers food-related questions from a custom cookbook, using OpenAI embeddings and a vector index for relevancy search.