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Example evaluation with Ragas #1

Merged
merged 5 commits into from
Sep 13, 2024
Merged

Example evaluation with Ragas #1

merged 5 commits into from
Sep 13, 2024

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timonv
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@timonv timonv commented Aug 15, 2024

  • feat(ragas): Working pipeline that exports to ragas compatible json
  • Add initial notebook and cli implementation
  • Add implemented notebook

timonv added a commit to bosun-ai/swiftide that referenced this pull request Aug 29, 2024
Work in progress on support for ragas as per
explodinggradients/ragas#1165 and #232

Add an optional evaluator to a pipeline. Evaluators need to handle
transformation events in the query pipeline. The Ragas evaluator
captures the transformations as per
https://docs.ragas.io/en/latest/howtos/applications/data_preparation.html.

You can find a working notebook here
https://github.com/bosun-ai/swiftide-tutorial/blob/c510788a625215f46575415161659edf26fc1fd5/ragas/notebook.ipynb
with a pipeline using it here
bosun-ai/swiftide-tutorial#1



TODO:
- [x] Test it with Ragas
- [x] Add more tests
@timonv timonv merged commit b86da3f into master Sep 13, 2024
@timonv timonv deleted the ragas branch September 13, 2024 09:35
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