KalengaAO/Smart-Guide

Smart Guide is an AI-powered tourism assistant designed to help travelers discover Angola through personalized recommendations. # Smart-Guide Guide is an AI-powered tourism assistant designed to help travelers discover Angola through personalized recommendations. Instead of forcing users to navigate through multiple websites, categories, and tourism pages, the platform allows travelers to describe what they want in natural language: > "I want to visit a peaceful desert location in Angola with an English-speaking guide." > "Gostaria de visitar um lugar calmo e deserto em Angola com an Guia que fale English" **Please all test must be with prompt in portugues** The system analyzes the request, retrieves relevant tourism information, and provides recommendations based on registered destinations, attractions, and guides. --- # AI Development & Architecture: Google Gemini **Smart-Guide** was developed using **Google Gemini** technologies, leveraging Artificial Intelligence not only within the core user experience, but also as an engineering copilot throughout the entire project lifecycle. --- ## Agent Architecture: Grounded AI Pattern To eliminate AI hallucinations and guarantee **100% data integrity** for tourism in Angola, the assistant operates on a strict **Grounded Generation Pattern**. The AI never invents destinations, attractions, or local guides — it strictly formats real data retrieved from the database. ```text ┌─────────────────────────┐ ┌──────────────────────────────────┐ ┌─────────────────────────────────┐ │ 1. Database Retrieval │ ➔─── │ 2. Context Injection (JSON) │ ➔─── │ 3. Natural Formatting (Gemini) │ │ Queries real records │ │ Exact SQLite records injected │ │ Gemini reads ONLY the JSON to │ │ for Destinations, │ │ into system prompt context. │ │ generate a warm, human-like │ │ Attractions & Guides. │ │ │ │ response in natural language. │ └─────────────────────────┘ └──────────────────────────────────┘ └─────────────────────────────────┘ --- ## F …