Retrieval-Augmented Generation from Scratch
LESSON 4.3

End-to-end RAG evaluation

Learn key techniques and workflows in Retrieval-Augmented Generation from Scratch.

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Overview

Evaluate the pipeline the user experiences: was the answer faithful to the retrieved context, and did it address the question.

In this lesson you will:

  • Score faithfulness to the retrieved context
  • Score relevance to the original question
  • Track both across releases to catch regressions

Pro Tip

Use caching and revalidation wisely to ensure your app stays fast and data remains fresh without unnecessary requests.

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