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Introduction This guide will teach you how to evaluate a RAG system for both accuracy and quality. You will learn to maintain RAG performance by testing for search precision, recall, contextual relevance, and response accuracy.
Building a RAG application is just the beginning; it is crucial to test its usefulness for the end-user and calibrate its components for long-term stability.
RAG systems can encounter errors at any of the three crucial stages: retrieving relevant information, augmenting that information, and generating the final response.