This repository contains educational notebooks that accompany a video playlist, walking through the fundamentals of RAG: indexing documents, retrieving relevant content, and using it to ground LLM generation. It targets developers learning to build systems that extend LLM knowledge beyond their training data by connecting them to external document sources.