User Feedback Configuration

GPT-RAG includes a User Feedback Loop feature that lets users evaluate assistant responses through the UI. In the currently released classic Container Apps topology and the explicit classic fallback, feedback is processed by the orchestrator and stored in Cosmos DB. The published hosted component matrix implements separate user history, feedback, and delete APIs in UI v2.6.0. Hosted-panel is now an explicit supported topology in the pinned umbrella matrix, but PANEL_HISTORY_ENABLED and PANEL_HISTORY_OWNER_BINDING_VALIDATED remain deployment-published false, so these routes continue to return 503 until their separate evidence procedure completes.

For the component contract, the UI BFF checks the caller's validated oid against the owner index before reading managed Conversation messages or metadata. Missing and non-owner resources both return opaque 404. Feedback stores bounded, sanitized rating/category/comment/message-reference metadata only; message bodies and citations remain in managed Conversations. Delete removes the managed Conversation first and then metadata, returning an explicit partial result if metadata cleanup fails. Signed pagination cursors are oid-bound and expiring; tampered, expired, or cross-user cursors return 422. These routes return 503 while panel/history gates are off.

User feedback stored in Cosmos DB

By default, basic feedback (thumbs up/down) is enabled, while detailed ratings (star rating and comments) are disabled. Administrators control these options through Azure App Configuration.

Feedback Types

When enabled, users can provide star ratings and text comments for richer feedback that captures both satisfaction and reasoning.

User providing rating and comment feedback

Configuration Settings

The behavior of the feedback loop is controlled by key-values in Azure App Configuration:

• ENABLE_USER_FEEDBACK → Default: true Controls whether the feedback feature is available at all.

Key to enable or disable user feedback globally

• USER_FEEDBACK_RATING → Default: false Controls whether users can provide detailed feedback with ratings and comments.

Key to enable or disable detailed rating feedback

Default Values

• ENABLE_USER_FEEDBACK = true
• USER_FEEDBACK_RATING = false

This means feedback is collected by default, but star ratings and comments must be explicitly enabled by setting USER_FEEDBACK_RATING to true.