[1chat] Evaluation Suite #229929
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[1chat] Evaluation Suite #229929
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SrdjanLL
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…t --include-path /api/status --include-path /api/alerting/rule/ --include-path /api/alerting/rules --include-path /api/actions --include-path /api/security/role --include-path /api/spaces --include-path /api/streams --include-path /api/fleet --include-path /api/dashboards --include-path /api/saved_objects/_import --include-path /api/saved_objects/_export --include-path /api/maintenance_window --update'
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delanni
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## Summary Relates to: elastic#227997 Adding a new `@kbn/evals-suite-onechat` package that provides automated evaluation testing for OneChat functionality. The suite is built on top of the existing `@kbn/evals` framework to use Phoenix/Playwright for evaluations and follows the same patterns as other evaluation packages (`@kbn/evals-suite-obs-ai-assistant`). Besides the boilerplate evaluation framework setup, this change adds the following: - OneChat API Client: API client for handling chat interactions and conversation management (using sync API) - Evaluation: Playwright test extension with OneChat-specific fixture and a first, very basic response evaluator. - Sample Test Suite: Example evaluation tests for KB tests (from this [doc](https://docs.google.com/document/d/1dG4dsImCtTEHeiqXxuC6wXDj497X_fmhJtJnF-jKmQ8/edit?tab=t.0)) What's not added (yet) - Dataset loading. Knowledge base tests currently don't preload datasets, this should be addressed in a follow-up as it requires configuration of the OneChat HF datasets within out data loaders package. ### Checklist Check the PR satisfies following conditions. Reviewers should verify this PR satisfies this list as well. - [x] [Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html) was added for features that require explanation or tutorials - [x] [Unit or functional tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html) were updated or added to match the most common scenarios - [x] The PR description includes the appropriate Release Notes section, and the correct `release_note:*` label is applied per the [guidelines](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process) --------- Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
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## Summary Relates to: elastic#227997 Adding a new `@kbn/evals-suite-onechat` package that provides automated evaluation testing for OneChat functionality. The suite is built on top of the existing `@kbn/evals` framework to use Phoenix/Playwright for evaluations and follows the same patterns as other evaluation packages (`@kbn/evals-suite-obs-ai-assistant`). Besides the boilerplate evaluation framework setup, this change adds the following: - OneChat API Client: API client for handling chat interactions and conversation management (using sync API) - Evaluation: Playwright test extension with OneChat-specific fixture and a first, very basic response evaluator. - Sample Test Suite: Example evaluation tests for KB tests (from this [doc](https://docs.google.com/document/d/1dG4dsImCtTEHeiqXxuC6wXDj497X_fmhJtJnF-jKmQ8/edit?tab=t.0)) What's not added (yet) - Dataset loading. Knowledge base tests currently don't preload datasets, this should be addressed in a follow-up as it requires configuration of the OneChat HF datasets within out data loaders package. ### Checklist Check the PR satisfies following conditions. Reviewers should verify this PR satisfies this list as well. - [x] [Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html) was added for features that require explanation or tutorials - [x] [Unit or functional tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html) were updated or added to match the most common scenarios - [x] The PR description includes the appropriate Release Notes section, and the correct `release_note:*` label is applied per the [guidelines](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process) --------- Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
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Summary
Relates to: #227997
Adding a new
@kbn/evals-suite-onechatpackage that provides automated evaluation testing for OneChat functionality.The suite is built on top of the existing
@kbn/evalsframework to use Phoenix/Playwright for evaluations and follows the same patterns as other evaluation packages (@kbn/evals-suite-obs-ai-assistant).Besides the boilerplate evaluation framework setup, this change adds the following:
What's not added (yet)
How it looks:
Running the test suite (screenshot below). Experiment results available in Phoenix (link). Note: Scores are low as the dataset loading is still not happening. Therefore the model can't respond to any data related questions.
Checklist
Check the PR satisfies following conditions.
Reviewers should verify this PR satisfies this list as well.
release_note:*label is applied per the guidelines