Where RAG Fails: Understanding the Limitations of Retrieval-Augmented Generation

Introduction Large Language Models (LLMs) like ChatGPT, Claude, Gemini, and Llama have completely changed how we interact with AI. They can write code, summarize documents, answer questions, and even