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How to Build and Test RAG Systems for Accuracy

https://ragevaluationinsight.juniperbrief.com/posts/how-to-build-and-test-rag-systems-for-accuracy

To build and test RAG systems for accuracy, start with a clean, chunked knowledge base and a strong embedding model. Then, test your retrieval step separately by checking if the top results actually contain the needed answer. Finally, evaluate generation by comparing system answers against a gold standard set, watching for hallucinations or irrelevant details that slip through.