Amani-Bike/police-security-ai

The security platform for all civilians and Malawi police where you can report emergency and ask security based questions. # Police Security AI Platform A comprehensive platform designed to enhance community safety by connecting citizens with law enforcement through secure, real-time communication channels. ## Features - **Secure Reporting**: Submit anonymous reports with end-to-end encryption - **Real-Time Action**: Immediate dispatch alerts to the nearest patrol units - **Emergency Notifications**: Receive immediate notifications about safety incidents - **Incident Reporting**: Submit detailed reports with location, photos, and descriptions - **AI-Powered Assistance**: Built-in chatbot for security advice and emergency detection - **Location Tracking**: Real-time tracking for civilians and police officers - **Role-Based Access**: Separate interfaces for civilians and police officers ## Technology Stack - **Backend**: FastAPI - **Database**: SQLite (with SQLAlchemy ORM) - **Frontend**: HTML/CSS/JavaScript - **Authentication**: JWT-based with role-based access control - **AI/ML**: LangChain, Sentence Transformers, FAISS for RAG (Retrieval-Augmented Generation) - **Security**: bcrypt for password hashing ## Installation 1. Clone the repository 2. Create a virtual environment: ```bash python -m venv venv source venv/bin/activate # On Windows: venv\Scripts\activate ``` 3. Install dependencies: ```bash pip install -r requirements.txt ``` 4. Create a `.env` file with the following variables: ``` SECRET_KEY=your_secret_key_here ALGORITHM=HS256 ACCESS_TOKEN_EXPIRE_MINUTES=60 ``` ## Running the Application ### Method 1: Simple startup with automatic browser opening (Recommended) Use the new startup script to install dependencies, initialize the database, run the server, and automatically open your browser: ```bash # Full setup and run with browser automatically opening (recommended) python startup.py # Or install dependencies only python startup.py --install # Or initialize database only python startup.py --init-db # Or run server with browser automatically opening python startup. …