Dashboard Overview
Market Open Agra, UP 3 Alerts
Today's Price
Forecast Price
Model Accuracy
Volatility
Price Trend
Smart Recommendations
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Volatility Index
Weather Impact
Market News
Tomorrow
Next Week
Next Month
Model Confidence
30-Day Forecast
Supply-Demand
Supply
Demand
MARKET STATUS
Recommendation
Model Metrics
MAE
RMSE
R² Score
Accuracy
India — Mandi Price Map (Onion)
High (₹3000+)
Medium (₹1500–3000)
Low (<₹1500)
Top Mandis
Multi-Crop Price Trend
Crop Price Table
CropCategoryPrice (₹/qtl)7D Change30D ChangeVolatilityMSPRecommendation
AI Farm Assistant
Namaste! I'm your AI farm assistant. Ask me about crop prices, best time to sell, weather impact, or mandi rates.
Quick Questions
Profit Calculator
Estimated Net Profit
₹—
Revenue
Total Cost
Margin %
AI Recommendation
Sell Now vs Wait — Price Forecast
Yellow line = Government MSP 2024-25. Bar = Current market price. Green = above MSP, Red = below MSP.
MSP vs Market Price — All Crops
Set New Alert
Available Reports
Generate Custom Report
📂
Upload Dataset
Drag & drop CSV / Excel file here or click to browse
Supports Agmarknet, custom formats
Model Performance Over Time
Recent Activity
API Endpoints Reference
GET /api/prices/current?crop=Onion&mandi=Agra
GET /api/forecast/predict?crop=Onion&mandi=Agra&days=30&model=random_forest
GET /api/prices/historical?crop=Tomato&mandi=Nashik&days=90
GET /api/prices/all-mandis?crop=Onion
POST /api/chatbot/chat {"message":"...","lang":"en"}
GET /api/prices/msp — MSP tracker
GET /api/reports/download?crop=All — CSV download
POST /api/auth/login — {"email":"...","password":"..."}
Full docs: http://localhost:8000/docs