You get a lot fewer hallucinations if it’s presenting data from sources rather than from its neural network alone. Training data isn’t, like, “in” the AI. It’s just used to shape its creation.

Normally no, because that is much more difficult, resource intensive, and harder to get reliable results than separately looking up the information and including it in the prompt.