# Qorelly

- **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:** [Areous Ahmad](https://cerebralvalley.ai/u/itzareous)
- **GitHub:** https://github.com/usecorehq/tally
- **Demo video:** https://drive.google.com/file/d/1_lKw-4z-W1ilO3iAa4DgD_eSRLeb8SBY/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2164

Tally is photo-to-inventory stock-taking for Nigerian small businesses. A merchant photographs a shelf, Muse Spark reads every label, SAM 3.1 counts the units, and Qore Catalog matches each product to a Nigerian product with a ₦ price. The merchant reviews flagged lines, fixes counts and matches, and confirms before anything updates stock. In 20 agent runs on real Lagos shop photos (872 tool steps), a shelf took about a minute. Built during the Meta Global AI Developer Hackathon as a sister product to Qorelly: the repo, the stock-take agent, review screen, confirm step, web portal and mobile app are all new; Qorelly's merchant accounts and Qore Catalog's product data were reused, not rebuilt. Live flow at tally.qorelly.com; everything is in the public repo.

## More from Meta Global AI Developer Hackathon

- [AI Life Analyst](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2161)
- [Kroonen AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2162)
- [VestiCare](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2163)
- [Rasi Solutions](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2165)
- [Rocky Fx](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2166)
- [Tirith](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2167)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2164. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt