# HalalNumeriQ

- **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:** [Bilyaminu Bawan Allah](https://cerebralvalley.ai/u/halal)
- **GitHub:** https://github.com/bawanallahbilyaminu/kasafi-agent
- **Demo video:** https://youtu.be/fWoFrXX14hg
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3127

Kasafi is a WhatsApp assistant that answers questions about Sokoto State, Nigeria, in Hausa or English, by text or voice note, from public documents and data, and shows the page every answer comes from.

The problem: budgets, budget implementation reports, health and education plans, surveys and flood reports are public, but they're scattered across websites, some offline, hundreds of pages long and in English, while most people in Sokoto speak Hausa and live on WhatsApp. General chatbots don't hold these documents and invent figures.

What it does:
- Budget and spending for your area: share a location and Kasafi finds your ward and LGA, the projects and amounts, with a crop of the budget page.
- One message, several tools: "What is the government spending here, has it ever flooded, and where's the nearest clinic?" is split into parts and answered by the budget database, satellite flood records (Sentinel-1, Copernicus GFM, UNOSAT) and a road-distance facility search, in one reply.
- Deep analysis for planners: "What's the state of PHCs in Sokoto?" reads across plans, assessments, surveys and budgets, explains where sources differ, and sends a PDF brief.
- Place history: SAM 3.1 outlines a plot from satellite images; Kasafi shows its greenness each season against that year's rain, plus official NiMet and NIHSA outlooks.
- Live document fetching: if a report isn't in the library, Kasafi finds it on the official site, downloads, indexes and answers from it.
- Emergency fast path: messages like "a snake bit me" skip analysis and get the nearest hospital and route in seconds.

How it works: Muse Spark understands the conversation, plans and writes; Muse Spark Open reads pages and runs an answer check before anything is sent; Muse Voice Transcribe handles voice notes; SAM 3.1 outlines plots. Totals are computed in code and every figure is checked against its page.

It's live on WhatsApp (@kasafibyhnq) with real public data, consent and privacy controls, evals and an admin trace for every answer. Built by Halal Numeriq Limited, Sokoto.

## More from Meta Global AI Developer Hackathon

- [SENSA](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3124)
- [Live Laugh Remember](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3125)
- [SCMTIPS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3126)
- [JeevShastra](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3128)
- [MaPa](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3129)
- [Team Promptimists](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3130)

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