QlooSense AI
Taste-aware city discovery agent
API demo · Live mode
A transparent recommendation trace

Discovery, with context.

Run the same interest and city through a simple baseline and Qloo-powered discovery. Inspect returned places, validation steps, and agent logs side by side.

Build your query

Use the same input for both comparison modes.

Live API

The Qloo API key stays on the server. This page calls your deployed backend only.

Recommendation comparison

One query · two modes · inspect the evidence
QLOO RESULTS
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AGENT STEPS
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REQUEST TIME
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Without Qloo

Transparent baseline · no venue lookup

BASELINE
Run a query to see the baseline.
This baseline does not claim verified venue data.

With Qloo

Live API results · validation applied

QLOO POWERED
Run a query to fetch Qloo results.
Only returned API data is displayed; empty results stay empty.
Fair comparison: “Without Qloo” is the API's deterministic baseline, not a ChatGPT/LLM response. This demo does not fabricate venue names. A real LLM comparison requires a separate model integration.

Live agent logs

Execution trace returned by your backend
● LIVE TRACE
Logs will appear here after the first request.
QlooSense AI · Hackathon demo · Qloo API key is never sent to this browser.