# Seat Desk

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Saurabh Kumar](https://cerebralvalley.ai/u/Saurabh4242)
- **GitHub:** https://github.com/Shaurya-flex/Seat-desk
- **Demo video:** https://youtu.be/ioyAiV11tl0
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3234

Seat Desk is a Hindi/English front-desk enquiry assistant for a real small-town study library (Rasra Library & Study Point, Ballia, UP) - the desk that answers the same questions all day: is a seat free tomorrow afternoon, what does membership cost, when do you open. Design rule: the model understands, the code decides. Muse Spark 1.3 performs validated structured understanding only (strict-JSON extraction of date, interval, slot, seat and intent, including spoken-style Hindi dates); every operational fact - availability, hours, fees - comes from deterministic code over an approved knowledge pack, with citations, clarification questions, and an explicitly unsent human-handoff summary for anything consequential. Muse Voice Transcribe 1.0 adds spoken Hindi: the transcript is never used until the speaker confirms or corrects it. Acceptance is adversarial: a completed answer with a wrong date, interval, count or seat set is recorded as a failure, not a success, and the genuine live run is committed as evidence (evidence/live_run.json), with real token usage. The interactive app runs locally with per-visitor sessions and layered spending caps (two-minute setup in the README); moodily.in/seat-desk/ is the public project page - there is no publicly hosted app. Demo data is historical and synthetic; no real member records; nothing is ever booked or sent.

## More from Meta Global AI Developer Hackathon

- [Algoverse](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3231)
- [GearFlow](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3232)
- [WorldForge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3233)
- [Whenever](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3235)
- [HaliPix](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3236)
- [bylaw](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3237)

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