Prompt Ops

Debug the photo-recognition and catalog-match pipeline.

This tool uploads a photo, runs the live Langfuse-hosted image-analysis prompt, shows the operational progress, and then exposes the exact descriptor-driven catalog searches the backend executed.

Back To Prompt Lab

Reviewer

Runtime

Session

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Run Image Test

Pick the photo purpose, optionally add a request, and send the same image-analysis flow the app uses.

Gender

Optional Context

Brands AI style profile

The image prompt uses gender, selected brands, and the selected AI style-profile mode. Configure brands or the custom/profile summary on the preferences page if needed.

Photo Purpose

User Request

If this is blank, the selected photo purpose still guides the AI call.

Photo Upload

One image is enough for now. It will be uploaded to the backend before the AI request starts.

Current Result

Recognition details, prompt snapshot, descriptor searches, and the returned catalog items are shown here.

Upload a photo and run the test to inspect the live image-analysis response and the catalog matches.

Photo Lab

Debug the photo-recognition and catalog-match pipeline.

Run Image Test

Current Result