Why can RAG help lower hallucinations in AI models?

It searches a proprietary database to enhance the response

Explanation

RAG will search a vector database, which has properietary documents.  These help to increase the accuracy of the responses.  An AI model may have guardrails, but this isn't what RAG does.  RAG also doesn't impact the probability algorithms in the transformer model, or rely solely on human supervision.