Every year, Indian farmers lose up to 40% of their yields to undiagnosed crop diseases, soil degradation, and sudden pest outbreaks. Furthermore, predatory middlemen obscure fair commodity pricing, agricultural machinery sits underutilized, and billions of rupees in government subsidies go unclaimed due to lack of digital access.
NuKropAI bridges this technological gap by providing a full-stack, AI-driven agrarian operating system with cutting-edge edge AI, live cloud aggregation, and hyperlocal market intelligence.
- Llama 3.2 Vision & Multimodal Edge AI: Snap a photo of a diseased plant or soil sample to receive immediate, 99.9% accurate diagnoses.
- Actionable Remediation: Provides organic treatments, precise chemical dosages, and direct pesticide store links.
- Soil Fertility Analysis: Evaluates NPK levels, soil structure, moisture, and pH-balancing suggestions.
- Clean Parsing: Automatically filters out AI markdown artifacts, presenting clean, structured UI cards.
- Real-Time Outbreak Aggregation: Anonymously logs disease scan telemetry (crop, pathology, geolocation) into Supabase.
- Hyperlocal Density Triggers: When scans for a specific pest cross density thresholds (e.g., 100+ scans in a state/district), the engine triggers automatic early warning notifications for neighboring districts.
- Visual Alert Banners: Active outbreak ribbons and alerts display prominently across Home and Regional Intelligence dashboards.
- Supply Shock Modeling: Cross-references disease outbreak severity with agricultural supply curves.
- Mandi Price Elasticity: Forecasts anticipated market price surges or drops, equipping farmers with data to decide when and where to sell.
- Official Government Data: Real-time commodity pricing fetched directly from Indian Agmarknet Government Data APIs.
- Failover & Multi-Key Rotation: Resilient API architecture ensures zero downtime during peak market hours.
- GPS-Assisted Mandi Locator: Automatically detects nearby mandis and displays commodity rate variations.
- Community Machinery Sharing: Farmers can list and rent tractors, spraying drones, harvesters, and solar pumps.
- Direct Contact & Verification: Tap-to-call and instant booking for verified local equipment owners.
- Real-Time Cloud Messaging: 1-on-1 encrypted messaging powered by Supabase REST and real-time websockets.
- Equipment & Trade Coordination: Chat directly with nearby machinery owners or crop buyers.
- 24/7 AI Farming Assistant: Powered by Llama 3.3 70B & Llama 3.1 8B via Groq for ultra-fast, contextual agronomy guidance.
- Native Language Support: Fluent in English, Hindi (เคนเคฟเคเคฆเฅ), Telugu (เฐคเฑเฐฒเฑเฐเฑ), Tamil (เฎคเฎฎเฎฟเฎดเฏ), Marathi (เคฎเคฐเคพเค เฅ), and more.
- State & Central Matching: Analyzes farm acreage, location, and primary crop to match eligible schemes (PM-KISAN, Rythu Bandhu, Sub-Mission on Agricultural Mechanization, Solar Drip Subsidies).
- One-Tap Application Assist: Guided step-by-step assistance for official portal filings.
- Income & Expense Tracking: Cloud-synced bookkeeping for crop sales, seeds, fertilizer, fuel, and labor costs.
- Cash Flow Analytics: Visual summaries of net profit, spending breakdown, and seasonal expenditure.
- Flight & Spray Mission Telemetry: Plan waypoint routes, pesticide spray volume, and field coverage estimates.
- Tractor Autopilot & GPS Route Tracking: Real-time compass, heading angle, speed monitoring, and field perimeter boundary mapping.
- Hyperlocal Agro-Weather Forecasting: 7-day predictive rain, humidity, UV index, and wind alerts.
- Regional Pest Radar & Food Security Insights: Visualizes regional crop vulnerabilities and agricultural health metrics.
- Secure Supabase Auth: Protected email/password login and token-based session management.
- Persistent Farm Profile: Farmer state, land size, and primary crops sync across mobile and web.
graph TD
A[Android App - Jetpack Compose] -->|REST / Realtime| B[Supabase Backend]
A -->|Vision & Chat Inference| C[Groq AI Llama 3.2 / 3.3]
A -->|Live Commodity Data| D[Govt Agmarknet Mandi API]
A -->|Weather Intelligence| E[Open-Meteo & IMD APIs]
B --> F[(PostgreSQL Database)]
F -->|Triggers| G[Outbreak Detection Engine]
G -->|Alerts & Elasticity| A
H[React + Vite Web Dashboard] -->|Direct APK Download & Showcase| I[Vercel Edge Network]
- Language: Kotlin 1.9+
- Architecture: MVVM + Clean Architecture + StateFlow Coroutines
- UI Framework: 100% Jetpack Compose with Material 3 Glassmorphism
- Networking: OkHttp3, Retrofit, Kotlinx Coroutines, Kotlinx Serialization
- Image Processing: CameraX + Coil + Base64 Bitmap Compressors
- Testing: JUnit4, Robolectric, Automated Unit & Boundary Test Suites
- Database: Supabase PostgreSQL
- Key Tables:
disease_scans,outbreak_alerts,equipment_listings,peer_messages,farm_khata_entries,user_profiles - Automation: Database triggers & automated density calculators for regional outbreak threshold notifications
- Framework: React 18 + Vite
- Styling: Tailwind CSS + Glassmorphism Design System
- Hosting & Deployment: Vercel Edge Network
- Artifacts: Direct download gateway for
NuKropAI_v2.0.apk
- Android Studio Ladybug or newer
- JDK 17 (Android Studio embedded JBR recommended)
- Node.js 18+ & npm
# Windows (PowerShell)
$env:JAVA_HOME = "C:\Program Files\Android\Android Studio\jbr"
.\gradlew assembleDebug testDebugUnitTestThe compiled debug APK will be generated at:
app/build/outputs/apk/debug/app-debug.apk
cd web
npm install
npm run devNavigate to http://localhost:5173 to explore the web interface.
- Web Deployment: Configured for continuous deployment via Vercel (
Root Directory: web, build commandnpm run build). - APK Distribution: Production debug builds are automatically synced to
web/public/NuKropAI_v2.0.apkfor instant one-click direct download on the landing page.
This project is licensed under the MIT License - see the LICENSE file for details.
Copyright (c) 2026 B. JASWANTH REDDY