kwizera120/sura-Rwanda

# 🦍 SURA RWANDA - The Future of Rwandan Tourism Sura Rwanda is a premium, AI-driven tourism ecosystem designed to redefine how travelers experience the Land of a Thousand Hills. By blending cultural authenticity with cutting-edge artificial intelligence, Sura provides a seamless, high-tech journey through Rwanda's vibrant landscapes and rich heritage. ## 🚀 Key Innovations ### 🧠 Neural Trip Architect Our flagship feature, the **Journey Architect**, uses machine learning to synthesize professional itineraries. It doesn't just suggest places; it models your budget, predicts logistics costs, and adapts to real-time weather and demand levels. ### 💬 Sura AI Assistant A sophisticated, multi-modal chatbot integrated across the entire platform. - **Travel Chat:** Powered by Groq/Llama3 for deep cultural insights and travel advice. - **Real-time Translation:** Instant Kinyarwanda, French, and Swahili translation to bridge the gap between travelers and locals. ### 📊 Predictive Logistics Engine Integrated machine learning models that predict transport fares across Rwanda based on transport type, distance, and seasonal demand. ### 🍱 Cultural Flavor Profile A comprehensive guide to Rwandan gastronomy, with AI-curated culinary selections and etiquette insights. ## 🏗️ Technical Architecture ### Frontend - **Framework:** React 18 + TypeScript - **Styling:** Tailwind CSS 4.0 with a custom "Glassmorphism" design system - **Animations:** Motion (Framer Motion 12) for smooth, high-end transitions - **Icons:** Lucide React for professional, consistent iconography ### AI Service (Backend) - **Engine:** FastAPI (Python 3.10+) - **LLM:** Groq (Llama 3 70B) for high-speed, intelligent conversations - **Prediction:** Scikit-learn models for fare prediction - **Translation:** LibreTranslate integration for private, secure translations ## 📁 Project Structure ``` sura-rwanda/ ├── src/ │ ├── app/ │ │ ├── api/ # Unified API layer (Frontend & AI) │ │ ├── components …