RAG: Retrieval Augmented Generation, and Why It Still Gets Things WrongJuly 19, 2026A beginner-friendly look at how RAG works, where it helps, and the practical reasons it fails — retrieval misses, bad chunking, context limits, and hallucinations.aillmrag