# Hawkaii

- **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:** [Parthib Mukherjee](https://cerebralvalley.ai/u/hawkaii)
- **GitHub:** https://github.com/hawkaii/shoku
- **Demo video:** https://youtu.be/-3b4tDAVaw8
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2925

Shoku reads a cooking reel into a recipe page: caption, comment, subtitles, then speech recognition, then sixteen frames of vision when the reel is silent — all structured by Muse into a schema-constrained recipe, cached once per reel. Then it acts on the result. A scoped assistant answers at the stove, proposes edits as a diff you explicitly apply, keeps version one, and turns "I have 2 kg rice and paneer" into fridge rows without inventing the missing amount. Suggestions are counted before they are chosen: the matcher does arithmetic, the model only ranks. In cook mode it listens through a server-side relay to Meta's streaming ASR, handles next/back/repeat/timers in three languages on-device, and speaks the rest. Model proposes, app disposes — with a meter on every answer.

## More from Meta Global AI Developer Hackathon

- [I don't have team](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2922)
- [Code_WithAI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2923)
- [bro_dev](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2924)
- [DeckTwin.com](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2926)
- [Hallucinated Dev](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2927)
- [Sightloop](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2928)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2925. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt