RAG is simpler and more powerful than you think
One of the more common techniques for preventing hallucinations is RAG or Retrieval Augmented Generation. It sounds complex, and it can be. But the basic idea is extremely simple. It is also extremely powerful, and while there are common architectures for RAG solutions, the underlying technique can be used in many different situations and ways.