# OrderThread

- **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:** [chinyere okore](https://cerebralvalley.ai/u/chiondefi)
- **GitHub:** https://github.com/chyokore/OrderThread
- **Demo video:** https://youtu.be/iuNMZKoTjfw
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1744

Small businesses often receive orders through conversations: a customer sends a message, an image of a list, or a voice note. When a follow-up list repeats an item, the seller has to work out whether the customer wants more, is replacing an earlier request, or is simply repeating the same order. A misunderstanding can lead to the wrong items or quantities being supplied.

OrderThread helps sellers bring those details together and make an informed decision. It uses Meta’s Muse Spark Open through Baseten to propose order details from text, images and voice notes. The seller reviews the proposal against its source, and OrderThread flags possible overlaps with an existing order. If the customer’s intention is unclear, the seller asks them outside the app, then records whether the item is a repeat, an addition or a replacement. Changes are applied only after confirmation.

OrderThread also tracks ordered, dispatched, outstanding and received quantities, with dispatch and receipt recorded separately. Sellers can review a selected still from a video as an image, and the local app supports CSV catalogue imports and optional product references.

The idea came from conversations with business owners, including my husband and a neighbour who sells sewing materials. Their experiences showed me how easily changing order details can be misunderstood and how difficult it can be to track what has been supplied.

Try the live prototype: https://orderthread-1.onrender.com/

## More from Meta Global AI Developer Hackathon

- [Dissonance Router](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1741)
- [Imageek](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1742)
- [cravour.com](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1743)
- [Bignesh Das](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1745)
- [CHAMP SUPER ANTELLIGENT](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1746)
- [Prabash Vijayanga](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1747)

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