You ask ChatGPT about your company's internal policies. It makes something up. It sounds confident. It's wrong.

That's the hallucination problem. LLMs generate text based on what they learned during training. If the answer wasn't in the training data, they fabricate one that sounds plausible.

RAG (Retrieval Augmented Generation) fixes this....