Krishi Saarthi
An AI farming companion for crop health, local market insights, and agricultural guidance.
- My role
- Developer · The Misfits
- Built with
- Flutter · FastAPI · TinyLlama · RAG · LSTM
The idea
Farming decisions depend on information scattered across weather reports, market prices, crop guidance, and government schemes. Krishi Saarthi brings those tasks into one conversational mobile experience, built with The Misfits for Capital One LaunchPad 2025.
The build
A Flutter app connects to a FastAPI backend that orchestrates specialized models and data sources. The system combines vision-based crop disease diagnosis, LSTM price forecasting, TinyLlama-based agricultural advice, and retrieval over government scheme information.
The conversational agent routes requests to the relevant tools and retains the previous intent for follow-up questions. Multilingual interaction and an SMS fallback through Twilio extend the ways farmers can access guidance.
The outcome
The prototype connects crop health, mandi prices, scheme matching, and guided farming workflows in one app. The repository includes model training scripts, the mobile client, and a recorded walkthrough of the experience.