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docs(evaluation): Feedback (concept)#722

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khushalsonawat merged 3 commits into
docs/evaluation-revampfrom
docs/eval-feedback
Jul 10, 2026
Merged

docs(evaluation): Feedback (concept)#722
khushalsonawat merged 3 commits into
docs/evaluation-revampfrom
docs/eval-feedback

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@abhijaisrivastava15

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Summary

New Evaluation concept page: Feedback — a human or system signal recorded on an eval result that drives the correction loop and few-shot injection.

Covers what a feedback entry records, the correction-loop pattern, how feedback feeds back into evals, and where feedback comes from.

Grounding (verified against the product repo)

  • Feedback fields: value passed/failed, explanation/improvement (≤5000 chars), source enum — model_hub/models/evals_metric.py, ai_tools/tools/evaluations/submit_eval_feedback.py, model_hub/models/choices.py
  • Source enum values (dataset, trace, experiment, eval_playground, prompt, observe, sdk) — choices.py:FeedbackSourceChoices
  • Correction loop mirrors the existing cookbook; SDK specifics deferred to /docs/sdk/evals/feedback (no unverified code inlined)

Checks

  • Renders 200 on astro dev
  • Internal links resolve on docs/evaluation-revamp; title matches the sidebar label
  • No em-dashes, no marketing adjectives; sibling shape (About / Next steps)

TH-6675

Cut the threshold-calibration section and the SDK feedback pointer,
rewrite few-shot injection platform-first with a run-time steering
diagram, add the feedback actions, complete the sources to all seven
values, and move to the concept shape (opens at the first H2, no
separators, Keep exploring cards).

Signed-off-by: khushalsonawat <khushalsonawat@gmail.com>
@khushalsonawat khushalsonawat merged commit b3d1ebc into docs/evaluation-revamp Jul 10, 2026
@khushalsonawat khushalsonawat deleted the docs/eval-feedback branch July 10, 2026 06:31
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2 participants