Does ChatGPT Know or Does It Guess? Understanding LLMs, Hallucinations, Tools and RAG

Introduction As I continue learning AI Engineering, one question keeps coming up: When ChatGPT answers my question, does it actually know the answer, or is it guessing? This question becomes especiall