AgriGuide AI

Multimodal Agentic AI for Agriculture

Capital One Launchpad Hackathon 2024

Empowering Indian Farmers withIntelligent AI Advisory

A multilingual, multimodal Agentic AI advisor that farmers can access via voice, text, or camera—online or offline. Delivering trustworthy, hyper-local guidance on crop health, irrigation, inputs, finance, and policy.

AgriGuide AI Demo Video

Multimodal farmer interaction journey

Core Features

Advanced AI capabilities designed for Indian agriculture

Disease Detection
AI-powered crop disease identification using YOLOv8 and computer vision
Voice Advisory
Multilingual voice interaction in Hindi, Marathi, Kannada, Bengali, and Punjabi
Weather Integration
Real-time weather data and climate-resilient farming recommendations
Market Intelligence
Live market prices and optimal selling time predictions

Success Metrics

Measurable impact on Indian agriculture

10,000+
Target Farmers
15-20%
Yield Improvement
25%
Water Savings
<3s
Response Time

Technical Innovation

Cutting-edge AI stack optimized for rural India

Key Technologies

AI/ML

YOLOv8 + Quantized Llama-3

Computer vision and natural language processing

Vector DB

SentenceTransformers + Qdrant

RAG-based knowledge retrieval system

Edge AI

4-bit QLoRA Quantization

On-device inference for offline capability

APIs

OpenWeather, AGMARKNET, IMD

Real-time weather and market data integration

Architecture Highlights

  • Offline-first design with intelligent sync
  • Multimodal input: voice, text, and camera
  • RAG prevents AI hallucination
  • Runs on ₹8,000 Android devices
  • 70% compute reduction via quantization

Team AgriGuide AI

Building the future of agricultural intelligence

Viraj Mane

AI Research Lead

Theme #1: Agentic AI for Agriculture

Ready to Transform Agriculture?

Join us in empowering millions of Indian farmers with intelligent AI advisory