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krushi-aiml/KisanMandi-AI-Powered-Cotton-Groundnut-Market-Linkage-Platform

Domain:

agriculture

Record type:

softwareproject
Creator:
kru
Host:
AI-Powered Cotton & Groundnut Market Linkage Platform using IBM Granite and live Gujarat mandi data # KisanMandi AI ā€” Agentic AI Market Intelligence Platform > **Smarter Markets. Better Prices. Empowered Farmers.** An Agentic AI-powered platform built for **IBM TechXchange Hackathon ā€” Challenge 13** that connects Gujarat's cotton and groundnut farmers directly with real-time market intelligence, verified buyers, and personalized AI selling recommendations. --- ## šŸŒ¾ Problem Statement Gujarat is one of India's largest producers of cotton and groundnut. Farmers face: - Price exploitation by middlemen - Lack of access to real-time mandi prices - Difficulty comparing prices across markets - Limited bargaining power - Inability to find genuine buyers - Uncertainty about when to sell vs store --- ## šŸ’” Solution ā€” KisanMandi AI KisanMandi AI is a **multi-agent AI platform** that provides: 1. Real-time mandi price intelligence across 8+ Gujarat mandis 2. AI-powered 7-day price forecasting 3. Direct farmer-to-buyer marketplace with AI matching 4. Storage vs selling decision advisor 5. AI-assisted crop quality grading via image upload 6. Personalized income and profit calculator --- ## šŸ¤– Agentic AI Architecture The platform uses **IBM Granite LLM** as the reasoning core, orchestrating 5 specialized AI agents: ``` Farmer Query ā†“ AI Orchestrator (orchestrator.js) ā†“ ā”Œā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā” ā”‚ Agent 1: MandiPriceAgent ā”‚ ā†’ Current prices, trends, forecasts ā”‚ Agent 2: BuyerMatchingAgent ā”‚ ā†’ Finds compatible verified buyers ā”‚ Agent 3: StorageAdvisorAgent ā”‚ ā†’ Sell Now vs Wait vs Store ā”‚ Agent 4: QualityGradingAgent ā”‚ ā†’ Image-based crop quality estimate ā”‚ Agent 5: IncomeAgent ā”‚ ā†’ Revenue, cost, profit calculations ā””ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”€ā”˜ ā†“ IBM Granite LLM Reasoning Layer ā†“ Personalized Farmer Recommendation ``` --- ## šŸ—ļø IBM Cloud Architecture ``` Frontend (React/Vite) ā†“ Backend REST API (Node.js/Express) ā†“ Agent Orchestrator ā†“ IBM Granite (WML - Watson Machine Learning) ā†“ IBM Cloud Obj ā€¦

Visit

github.com

Tasks

language modeling

Languages

Nomaande

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