This is an educational project teaching how to build a production-ready RAG application through a series of Arabic YouTube videos. The repository contains a minimal implementation of Retrieval-Augmented Generation for question answering, with code organized across branches following the course progression from project architecture through FastAPI setup, file uploads, and embedding generation.