RAG evaluation basics for product teams

A retrieval-augmented system is only useful when the context it retrieves helps the model answer the question. Begin with a small representative test set, label the expected sources, and measure both retrieval recall and answer faithfulness.

The useful test is simple: can another person understand what you chose, what you learned and what they could try next? If yes, your work has started to travel.