RAG from First Principles: Chunking, Embeddings

What is Retrieval-Augmented Generation(RAG)?Imagine you have a company database full of internal documents, reports, and manuals. An LLM alone cannot read all these files at once; if you ask it a specific question about them, it will likely give a ge...