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Free RAG fundamentals course

Introduction to RAG and Knowledge Assistants

Module 08

Evaluation Sets for RAG

By the end of this module you can build an evaluation set for a RAG system, testing retrieval and answer quality separately so you know which half is failing.

Units

  1. Unit 08.00: Building a question set from real usage
  2. Unit 08.01: Judging retrieval separately from the answer
  3. Unit 08.02: Scoring citations, not just correctness
  4. Unit 08.03: The cases you would rather leave out
  5. Unit 08.04: Re-running the set after every change

Module work