Understanding RAG (Retrieval-Augmented Generation): Why We Need It, How It Works, and Where It Can Fail

If you've ever used ChatGPT, Gemini, Claude, or any other Large Language Model (LLM), you've probably noticed something interesting. They can explain complex topics, write code, summarize documents, a