🚜 CropNGo: The Future of Malaysian Agriculture

CropNGo is a next-generation, AI-powered agricultural ecosystem designed to bridge the gap between traditional farming and modern technology. Built specifically for the Malaysian farming community, it provides a unified platform for intelligence, commerce, and digital presence.

---

🌟 Our North Star

🎯 Mission

To empower every Malaysian farmer with AI-driven insights and automated digital tools, enabling them to increase productivity, reduce waste, and expand their market reach effortlessly.

🔭 Vision

To become the leading agricultural technology ecosystem in Southeast Asia, creating a world where technology and nature work in perfect harmony to ensure food security and farmer prosperity.

---

🚀 Key Functionality

🤖 AgriAgent AI

A specialized AI consultant powered by Google Gemini. It analyzes user profiles to provide:

• Suitability Search: Real-time climate and soil analysis for specific crops.
• Demand Forecasting: Predictive scoring of market demand for agricultural products.
• Product Sourcing: Automated search for the best local suppliers of fertilizers and tools.

🛒 Unified Marketplace

A community-driven hub where farmers can list their produce and buy essential supplies. It features:

• E2E Encrypted Chat: Secure, real-time communication between buyers and sellers.
• Smart Categorization: Automated unit and quantity management.

🔍 Auto-Crawl Event Discovery

Never miss a learning opportunity again. Our background crawler automatically discovers:

• Agricultural Expos and Trade Shows.
• Hands-on Workshops and Training.
• Webinars and Online Seminars across Malaysia.

---

🏗️ Technical Architecture (Cloud-Native)

CropNGo is built as a Unified Full-Stack Container deployed on Google Cloud Run.

• Frontend: React + Vite + Tailwind CSS (bundled into the production container).
• Backend: FastAPI (Python) serving both the API and the static frontend assets.
• Intelligence: Google Gemini Pro (Generative AI).
• Database: Firebase Firestore (NoSQL).
• Hosting: Google Cloud Run (Serverless) + GitHub Pages (for farmer sites).

---

🚀 Deployment & Usage

1. Direct Access

Access the live application (Frontend + Backend) at: [👉 https://cropngo-app-672662324019.us-central1.run.app]

2. Administrator Deployment

To update the live ecosystem:

1. Build & Push:

   gcloud builds submit --config cloudbuild.yaml --substitutions=_VITE_GOOGLE_MAPS_API_KEY=your_key .

2. Deploy:

   gcloud run deploy cropngo-app --image us-central1-docker.pkg.dev/gen-lang-client-0666746526/cropngo-repo/cropngo-app --region us-central1

---

© 2026 Full-Stack-CropNGo Team