Climate Resilient Agriculture WhatsApp Advisory Chatbot

A CRA WhatsApp Advisory Chatbot developed by KissanAI for UNDP (United Nations Development Programme). The chatbot provides multilingual advisory services and knowledge for farmers in India.

Project Overview

The project consists of two main components:

1. Knowledge Product: Data and pipelines for generating climate-resilient agriculture insights
2. WhatsApp Bot: Implementation of a multilingual advisory chatbot

Project Structure

Knowledge Product

Contains data and pipelines for generating climate-resilient agriculture knowledge:

• data/

  • knowledge_base/: Contains structured knowledge data including DiCRA insights, documents, and videos
  • raw_data/: Raw data files used to generate knowledge base

• pipelines/

  • DiCRA_pipeline/: Pipeline to generate district-wise climate resilience insights from DiCRA data. For more details, see the DiCRA Pipeline README.
  • video_pipeline/: Pipeline to extract knowledge from YouTube videos using speech-to-text and LLMs. For more details, see the Video Pipeline README.

WhatsApp Bot

Implementation of the advisory chatbot with the following key features:

• Multilingual support (English, Hindi, Marathi)
• Voice message processing
• Climate-resilient agriculture advisory
• Integration with WhatsApp Business API
• To setup the chatbot, follow the instructions in the WhatsApp Bot README.

Key Team Members

1. Swetha Kolluri, Head of Experimentation, UNDP India
2. Parvathy Krishnan, Data Science Lead, UNDP India
3. Prateek Desai, CEO, KissanAI and Titodi