Toolkit Restored, Ember AI Paused & Training Resource Fixes
The Toolkit's Generate & Compare feature is fully restored after completing our migration from the legacy Vertex AI API to the Gemini Developer API. Ember AI (the video-understanding assistant on Trainings and Guides) remains paused while we work on a stable, long-term solution for the underlying video intelligence feature — we'll announce when it's back. We also fixed two bugs in the Trainings section: resources uploaded by admins now appear correctly for members, and the admin edit modal now shows previously added resources without needing a page refresh.
- Toolkit "Generate & Compare" is live again — Output Management and Prompt Engineering tools are fully functional
- Completed API migration: all Toolkit edge functions now use the Gemini Developer API instead of the legacy Vertex AI platform
- Fixed: Output Length slider value no longer bleeds into other Toolkit tabs (Temperature, Top-P, Stop Sequences) — it resets cleanly when switching tabs
- Increased Prompt Engineering response token limits so outputs are more thorough and comparable across all DT ROSE sections
- Ember AI on Trainings and Guides remains paused — we are working on a reliable long-term solution for video understanding and will announce its return
- Fixed: Training resources uploaded by admins now show up for members immediately — no page reload required
- Fixed: Admin edit modal now correctly displays previously added resources when reopening a training for editing
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