Samia-Soliman/NaviTour_SmartTransportPlatform

# NaviTour - Smart Transport Platform NaviTour is an AI-powered smart transportation platform for Egypt. It combines public transport routing, Arabic conversational assistance, travel-time prediction, road issue intelligence, and location-aware recommendations into one FastAPI-based web application. ## Features - Public transport routing using GTFS data and a RAPTOR-based routing engine. - Cairo and Kafr El Sheikh service flows with web pages for each mode. - Arabic chatbot support for route requests and travel assistance. - Speech transcription endpoint for voice input. - Route safety enrichment using reported road issues and severity scoring. - Personalized recommendations for nearby places and restaurants. - PostgreSQL/PostGIS-backed spatial data APIs. - Generated Folium route maps for visual trip output. ## Project Structure ```text . |-- NaviTour/ | |-- api/ # Unified FastAPI API and transport endpoints | |-- cairo_assistant/ # Cairo chatbot, intent model, and voice assistant code | |-- data/ # GTFS feeds and translation files | |-- KafrEL_sheikh/ # Kafr El Sheikh assistant and recommendation data | |-- raptor/ # RAPTOR routing, map visualization, and duration logic | |-- recommender/ # Hybrid recommendation system | |-- services/ # Route safety, geometry, and spatial services | |-- shared/ # Shared paths, database helpers, and Arabic utilities | |-- sql/ # Database dumps and migration scripts | |-- web/ # Templates, static assets, and generated maps | |-- app_web.py # Combined web/API entry point | |-- web_app.py # Lightweight web app entry point | |-- web_app_api.py # Chat-focused API entry point | |-- docker-compose.yml # PostgreSQL + PostGIS service | `-- requirements.txt |-- cairo_complaint/ # Road complaint cla …