What is RAG (Retrieval-Augmented Generation) in the context of AI chatbots, and how does it improve the accuracy of responses?

RAG allows chatbots to reference internal documents in real-time rather than solely relying on pre-trained knowledge, reducing incorrect answers (hallucinations) by retrieving relevant information based on the user's query.