What is Retrieval-Augmented Generation (RAG)? Where Does it Fail?

Large Language Models (LLMs) like ChatGPT are powerful, but they face two major problems: Their knowledge is limited to what they were trained on. They sometimes “hallucinate” — confidently giving wrong answers. To solve this, researchers created...