Hallucination in retrieval augmented chatbot (RAG)

[curt.kennedy]

Here is a notional chart when determining to use RAG, Fine-tune, or hybrid RAG+Fine-tune (source)

So, indeed, looks like a hybrid option might be the best to prevent hallucinations.