Aimed at Indian farmers and Extension Agents, this copilot uses a collection of documents and transcripts of 100s of videos representing best practices from the Indian Ministry of Agriculture and Digital Green's video transcripts & FAQs to answer common questions from Indian farmers. We load these documents + transcripts into a vector database and with each question, we search the DB and add the results to create an answer to the farmer's questions. Additionally, the copilot features WhatsApp follow-up and location buttons plus agentic web search to get local weather and prices. It also leverages ISDA's Africa soil API to look up soil information based on the user's location.

More info and technical walkthroughs can be found here

FarmerAI in Kenya - English + Swahili. This is an example of a low-latency, agentic IVR bot for agriculture with support for RAG, docs weather and pricing (via Web Search), location sharing, and look-ups to ISDA for soil analysis based on location.

Aimed at Kenyan farmers and extension agents, Farmer.CHAT can analyze crop photos, provide precise weather, price and soil analysis based on the user's lat /long. It understands audio messages in most languages, including English and Swahili. More info and technical walkthroughs can be found here