RAGAS - A Framework for Evaluating Retrieval Augmented Generation Systems

RAGAS - A Framework for Evaluating Retrieval Augmented Generation Systems

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The WikiEval Dataset

10 of 12

10 of 12

The WikiEval Dataset

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RAGAS - A Framework for Evaluating Retrieval Augmented Generation Systems

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  1. 1 Intro to the arXiv Dive
  2. 2 What is RAGAS?
  3. 3 Quick Recap on What RAG is
  4. 4 Intro to the arXiv Dive Bot
  5. 5 Why Evaluating RAG is Hard
  6. 6 Intro to the Example Dataset
  7. 7 Enter RAGAS
  8. 8 The First Criteria: Faithfulness
  9. 9 The Second Criteria: Answer Relevance
  10. 10 The WikiEval Dataset
  11. 11 The Third Criteria: Context Relevance
  12. 12 Conclusion

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