Evaluating and Improving RAG System Accuracy

Quick Summary

RAG accuracy must be evaluated as a chain: source coverage, retrieval, grounded answer, citation correctness, and safe refusal. A single satisfaction score cannot locate the cause of failure.

What you will learn

·Build a representative RAG evaluation set
·Measure retrieval and answer quality separately
·Create a continuous improvement loop