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Automated Evaluation for RAG Chatbot or Other Generative Tool - Conf42 LLMs 2024

Automated Evaluation for RAG Chatbot or Other Generative Tool - Conf42 LLMs 2024

Conf42 via YouTube Direct link

how to automate testing?

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how to automate testing?

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Automated Evaluation for RAG Chatbot or Other Generative Tool - Conf42 LLMs 2024

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  1. 1 intro
  2. 2 preamble
  3. 3 why to automate testing?
  4. 4 how to automate testing?
  5. 5 testing generative models is hard!
  6. 6 string matching
  7. 7 semantic similarity
  8. 8 llm-led evals
  9. 9 closeness between target, actual
  10. 10 using a grading rubric with marvin ai
  11. 11 a couple of other ideas
  12. 12 thank you!

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