# Krishi Mitra

- **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:** [Jakkireddy Eswarreddy](https://cerebralvalley.ai/u/jakkireddy_123)
- **GitHub:** https://github.com/Eswereddy/krishi-mitra-agent
- **Demo video:** https://youtu.be/tl5E2-SzEac
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1512

Krishi Mitra is a voice-first AI farming agent for small farmers in India. A farmer speaks (Telugu, Hindi or English), types, or sends a crop photo, and gets a short, practical answer.

The problem: small farmers often cannot type long questions, read English websites, or find which schemes they qualify for, and prices, weather and expert advice live in different places.

How it works: the agent (Meta Muse Spark Open) decides which of 30 tools to call: weather and spray-day planning, mandi prices, best markets, price trend, scheme eligibility, crop rotation, water plan, loan and revenue calculators, and a human expert call option. Every figure in the answer is checked against tool results; if it cannot be verified, the app says so instead of showing a made-up number. Farm data (profile, notes, records) stays on the phone.

Also built: Farm Doctor photo check (damage percentage computed from pixels, not guessed), machine safety warnings, a sustainability passport that only claims what the farmer’s records support, and an engine-sound check (prototype).

Honest limits: live mandi prices could not be fetched from the free host (data.gov.in refused the connection), so price screens in the demo show labelled sample data; the engine-sound feature was tuned on synthetic sound only and is not validated on real machines; Telugu and Hindi text has not had a native-speaker review.

Works as an installable PWA, with offline saved answers and large-text mode.

## More from Meta Global AI Developer Hackathon

- [Byte Busters](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1509)
- [AskYourData](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1510)
- [uty](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1511)
- [Sufian](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1513)
- [Gruya](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1514)
- [TheTizzrs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1515)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1512. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt