Krishi Mitra

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.