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AgroAI

Generative AI assistant for farmers, providing crop, soil, and weather advice with multilingual support.

AgroAI screenshot 1

Project Overview

AgroAI is a generative AI assistant designed to help farmers make better decisions regarding crop health, soil conditions, weather, and pesticides. Farmers can chat in natural language to get advice tailored to their crop and region. It supports multilingual interactions and uses geolocation + plant databases for hyperlocal support.

Key Features

  • Natural language chat for farmers
  • Crop, soil, and weather advice
  • Multilingual support
  • Geolocation and plant database integration
  • Voice-to-text with Whisper
  • Azure and Vercel deployment

Case Study

Problem

Farmers often lack access to timely, localized, and expert advice for managing crops, soil, and weather risks. Language barriers and limited digital literacy further hinder adoption of modern agri-tech solutions.

Solution

AgroAI provides a conversational AI assistant that supports multilingual chat, geolocation-based recommendations, and integration with agricultural databases. It delivers actionable insights on crop health, soil conditions, and weather, tailored to each farmer's context.

Research & Techniques

  • Conversational AI: Used Azure OpenAI and LangChain agents for natural language understanding and structured query responses.
  • Multilingual Support: Integrated Google Translate API and Whisper for voice-to-text and translation.
  • Agricultural APIs: Pulled real-time data from weather, soil, and crop databases for hyperlocal advice.
  • User-Centric Design: Focused on accessibility and ease of use for rural populations.

    • Results

  • Increased crop yield and reduced input costs in pilot deployments.
  • Positive feedback from farmers on usability and relevance.
  • Presented as a research project in agri-tech conferences.

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