Bahati-bk/dukaguard

DukaGuard — Uganda Agricultural Input Certification & Dealer Trust Platform # 🌿 DukaGuard — Agricultural Input Authentication & Dealer Trust Platform > Protecting Ugandan farmers from counterfeit agricultural inputs through CV-powered verification, crowd-sourced reporting, and dealer trust scoring. --- ## 📖 Overview DukaGuard is a comprehensive platform designed to combat counterfeit agricultural inputs (seeds, fertilizers, pesticides, veterinary products) in Uganda. It serves four key user roles: - **Farmers (P1)** — Scan product labels to verify authenticity, report suspected fakes - **Dealers (P2)** — View their trust scores, manage verification history - **Brands / Manufacturers (P3)** — Monitor product authenticity, receive fraud alerts - **Regulators (P4)** — Track risk across districts, manage investigation queue ### Key Features | Feature | Description | |---------|-------------| | **Product Verification** | Three methods: CV scan, official code lookup, composite scoring | | **Trust Scoring** | Algorithm-based dealer trust scores with contributing factors | | **Crowd Reporting** | Farmers report suspected counterfeit products with geo-location | | **Batch Tracking** | Full batch lifecycle management with recall support | | **Risk Heatmaps** | District-level risk visualization for brands and regulators | | **USSD Support** | Offline-friendly verification via USSD (feature-phone compatible) | | **Bilingual** | English & Luganda (local language support) | | **ML Model Management** | Version tracking for on-device CV models | --- ## 🚀 Quick Start ### Prerequisites - **Bun** (recommended) or Node.js 18+ - A terminal / command prompt ### 1. Clone & Install ```bash git clone github.com cd dukaguard bun install ``` ### 2. Set Up the Database ```bash # Generate the Prisma client npx prisma generate # Push the schema to create SQLite tables npx prisma db push # Seed with 432 demo records (27 users, 6 dealers, 11 products, 241 verifications, 100 reports...) bunx tsx prisma/seed.ts ``` ### …