rohitguta2432/kisansathi

🌾 Multi-agent AI Q&A for Indian farmers — 6 experts, any language, live mandi prices & weather. Keyless, runs on Ollama. # 🌾 KisanSathi — किसान साथी **Six AI experts for every farmer. Free, open source, runs on your own machine.** KisanSathi is a multi-agent AI assistant that answers farmer questions in **their own language** — Hindi, Hinglish, English, or any regional language. Ask one question; a router agent picks the right specialist, pulls **live data** (real weather, real mandi prices), and streams back a short, practical answer a farmer can act on. Inspired by the AgroAskAI paper (multi-agentic framework for smallholder farmer enquiries) — built as a working open-source implementation for Indian farmers. ## The agent team | Agent | Domain | Live data | |---|---|---| | 🌾 Crop Advisor · फ़सल सलाहकार | Sowing, varieties, fertiliser, yield | — | | 🐛 Pest & Disease Expert · कीट-रोग विशेषज्ञ | Identify + treat pests/diseases | — | | 🌦️ Weather & Irrigation · मौसम और सिंचाई | Irrigation & spray timing | Open-Meteo 7-day forecast (keyless) | | 📈 Mandi Price Analyst · मंडी भाव विश्लेषक | When/where to sell | Agmarknet daily prices via data.gov.in | | 🏛️ Govt Schemes Guide · सरकारी योजना गाइड | PM-KISAN, KCC, insurance, subsidies | — | | 🪱 Soil Health Advisor · मिट्टी सलाहकार | pH, nutrients, soil testing | — | ## How it works ``` farmer question (any language) │ ▼ ┌───────────────┐ one fast LLM call → {agent, language, place, commodity} │ Router agent │ └───────┬───────┘ ▼ ┌───────────────┐ fetches live data its domain needs │ Specialist │ (Open-Meteo forecast / Agmarknet prices) │ agent ×6 │ └───────┬───────┘ ▼ streamed answer, in the farmer's language, grounded in real numbers ``` The UI shows the pipeline live: which expert picked up the question, what language was detected, and the answer streaming token by token. ## Why keyless matters Most farmer-facing AI tools die at the API-key step. KisanSathi runs with **zero keys**: - **LLM**: Ollama locally (default `qwen3:14b`) — no data leaves the machine - **Weather**: Open-Meteo — free, no key - **Mandi price …