Prompt Ops
Sign in with Google, upload a photo, and inspect the live image-analysis prompt plus the catalog matching steps used by the backend.
Prompt Ops
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.
Pick the photo purpose, optionally add a request, and send the same image-analysis flow the app uses.
Recognition details, prompt snapshot, descriptor searches, and the returned catalog items are shown here.