ACE: The Trusted Agri Chatbot Engine

India's farmers need more than scattered answers. They need a reliable engine of knowledge.

That's what ACE, our agri chatbot engine, delivers. A neutral,

scalable core that transforms raw data and expertise into actionable advice. Here is our open-source

chatbot deployed on IIT Ropar servers. It combines retrieval-augmented generation, access to over 25,000

authentic farmer queries from Kisan call centers, and a state-of-the-art model running 24

by 7, all wrapped in a simple farmer-friendly interface. Here's how it works.

Farmer questions, whether from call centers, portals, or field reports,

enter the system. Unstructured data is filtered through our knowledge repository, powered by retrieval-augmented