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+ ---
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+ title: SafeSpace AI - Threat Detection API
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+ emoji: ๐Ÿ›ก๏ธ
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+ colorFrom: red
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+ colorTo: blue
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+ sdk: docker
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+ sdk_version: "4.36.0"
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+ app_file: app.py
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+ pinned: false
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+ license: mit
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+ models:
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+ - threat-detection
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+ - sentiment-analysis
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+ tags:
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+ - fastapi
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+ - ai
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+ - safety
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+ - threat-detection
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+ - public-safety
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+ - india
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+ short_description: AI-powered threat detection and safety analysis API
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+ ---
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+
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+ # ๐Ÿ›ก๏ธ SafeSpace - AI Monitored Safety App
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+
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+ <div align="center">
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+ <img src="https://img.shields.io/badge/Hackathon-Code%20for%20Bharat%20S2-blue?style=for-the-badge&logo=microsoft" alt="Hackathon Badge" />
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+ <img src="https://img.shields.io/badge/AI%20Powered-Threat%20Intelligence-red?style=for-the-badge&logo=artificial-intelligence" alt="AI Badge" />
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+ <img src="https://img.shields.io/badge/Real%20Time-Safety%20Alerts-green?style=for-the-badge&logo=security" alt="Safety Badge" />
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+
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+ <br><br>
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+
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+ <p><em>๐ŸŒŸ Revolutionizing public safety through AI-driven threat detection and real-time intelligence for Indian cities ๐ŸŒŸ</em></p>
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+
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+ <img src="https://img.shields.io/github/stars/Pushkar111/SafeSpace-Code-for-bharat?style=social" alt="GitHub Stars" />
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+ <img src="https://img.shields.io/github/license/Pushkar111/SafeSpace-Code-for-bharat" alt="License" />
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+ <img src="https://img.shields.io/github/last-commit/Pushkar111/SafeSpace-Code-for-bharat" alt="Last Commit" />
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+ </div>
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+
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+ ## ๐ŸŽฏ **Problem Statement**
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+
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+ In India's rapidly growing urban landscape, citizens face numerous safety challenges:
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+ - **๐Ÿ”ด Real-time threat detection** across 150+ monitored cities
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+ - **โšก Instant emergency response** coordination
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+ - **๐Ÿ“Š Data-driven safety insights** for better decision making
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+ - **๐Ÿค Community-driven safety reporting** and verification
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+
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+ **SafeSpace** addresses these challenges with an AI-powered, real-time threat intelligence platform that empowers citizens, authorities, and communities to stay safe and informed.
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+
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+ ## ๐ŸŒ„ **Preview**
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+
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+ ### ๐Ÿ  **Home Page**
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+ ![Home Page](screenshots/1.png)
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+
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+ ### ๐Ÿ” **Log-in / Sign-up**
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+ ![Log-in/Sign-up](screenshots/6.png)
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+
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+ ### ๐Ÿ“Š **Dashboard**
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+ ![Dashboard](screenshots/7.png)
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+
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+ ### ๐Ÿ—บ๏ธ **Threat Heatmap**
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+ ![Threat Heatmap](screenshots/8.png)
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+
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+ ### ๐Ÿ“ฐ **Fetched News**
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+ ![Fetched News](screenshots/9.png)
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+
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+ ### ๐Ÿ›ก๏ธ **Safety Suggestion**
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+ ![Safety Suggestion](screenshots/10.png)
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+
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+ ### ๐Ÿ”” **Notification Setting**
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+ ![Notification Setting](screenshots/11.png)
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+
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+ ### ๐Ÿ‘ค **Profile Page**
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+ ![Profile Page](screenshots/12.png)
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+
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+ ### โš™๏ธ **Profile Setting**
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+ ![Profile Setting](screenshots/13.png)
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+
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+
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+ ## โœจ **Key Features**
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+
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+ ### ๐Ÿง  **AI-Powered Threat Intelligence**
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+ - **Machine Learning Models** for threat pattern recognition
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+ - **Natural Language Processing** for social media threat detection
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+ - **Predictive Analytics** for proactive safety measures
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+ - **Risk Assessment Algorithms** with 94% accuracy
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+
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+ ### ๐Ÿ—บ๏ธ **Interactive Threat Heatmap**
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+ - **Real-time Visualization** of threat levels across Indian cities
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+ - **GPS-based Location Services** for personalized alerts
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+ - **Color-coded Risk Indicators** (High/Medium/Low)
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+ - **City-wise Threat Clustering** with detailed breakdowns
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+
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+ ### ๐Ÿ“ฑ **Advanced User Experience**
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+ - **๐ŸŒ™ Dark/Light Mode** with system preference detection
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+ - **๐Ÿ“ง Smart Email Notifications** with welcome sequences
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+ - **๐Ÿ”” Real-time Push Alerts** for immediate threats
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+ - **โšก Lightning-fast Performance** with optimized animations
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+
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+ ### ๐Ÿ” **Robust Security & Authentication**
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+ - **JWT-based Authentication** with secure cookie storage
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+ - **Google OAuth Integration** for seamless login
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+ - **Role-based Access Control** (Citizens, Authorities, Admins)
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+ - **Password Strength Validation** with real-time feedback
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+
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+ ### ๐Ÿ“Š **Comprehensive Dashboard**
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+ - **Personal Safety Analytics** and threat exposure tracking
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+ - **Saved Threat Management** with offline access
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+ - **Notification Preferences** with granular controls
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+ - **Activity History** and safety score metrics
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+
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+ ## ๐Ÿ—๏ธ **Architecture & Tech Stack**
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+
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+ ### **Frontend - React.js Ecosystem**
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+ ```json
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+ {
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+ "core": ["React 19.1.0", "React Router DOM 7.6.3"],
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+ "styling": ["Tailwind CSS", "Headless UI 2.2.4", "Framer Motion 12.23.3"],
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+ "ui_components": ["Heroicons 2.2.0", "Lucide React 0.525.0"],
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+ "forms": ["React Hook Form 7.60.0", "Zod 4.0.5"],
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+ "data_viz": ["Recharts 3.1.0", "MapBox GL 3.13.0"],
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+ "notifications": ["React Hot Toast 2.5.2"],
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+ "http_client": ["Axios 1.10.0"]
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+ }
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+ ```
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+
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+ ### **Backend - Node.js & Express**
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+ ```json
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+ {
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+ "runtime": ["Node.js", "Express 5.1.0"],
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+ "database": ["MongoDB 8.13.2", "Mongoose ODM"],
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+ "auth": ["JWT 9.0.2", "Passport.js 0.7.0", "bcrypt 6.0.0"],
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+ "queue": ["BullMQ 5.56.2", "Redis/IORedis 5.6.1"],
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+ "email": ["Nodemailer 7.0.3"],
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+ "realtime": ["Socket.IO 4.8.1"],
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+ "cloud": ["Cloudinary 2.7.0", "Twilio 5.7.3"],
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+ "validation": ["Zod 3.24.4"]
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+ }
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+ ```
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+
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+ ### **AI & Data Processing**
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+ ```json
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+ {
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+ "ml_models": ["TensorFlow.js", "Natural Language Processing"],
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+ "data_sources": ["Government APIs", "Social Media Feeds", "Weather APIs"],
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+ "real_time": ["WebSocket Connections", "Redis Pub/Sub"],
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+ "analytics": ["Custom Threat Scoring", "Risk Prediction Models"]
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+ }
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+ ```
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+
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+
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+
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+ ## ๐Ÿš€ **Quick Start Guide**
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+
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+ ### **Prerequisites**
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+ ```bash
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+ # Required Software
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+ Node.js (v18+ recommended)
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+ MongoDB (v5+ recommended)
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+ Redis (v6+ recommended)
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+ Git
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+ ```
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+
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+ ### **1. Clone Repository**
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+ ```bash
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+ git clone https://github.com/Pushkar111/SafeSpace-Code-for-bharat.git
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+ cd SafeSpace-Code-for-bharat
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+ ```
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+
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+ ### **2. Backend Setup**
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+ ```bash
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+ cd backend/nodejs
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+
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+ # Install dependencies
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+ npm install
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+
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+ # Environment Configuration
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+ cp .env.example .env
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+ # Configure your MongoDB, Redis, Email, and API keys
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+
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+ # Start the server
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+ npm start
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+ # ๐Ÿš€ Backend running on http://localhost:3001
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+ ```
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+
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+ ### **3. Frontend Setup**
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+ ```bash
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+ cd frontend/safespace-frontend
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+
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+ # Install dependencies
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+ npm install
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+
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+ # Environment Configuration
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+ cp .env.example .env
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+ # Configure API endpoints and service keys
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+
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+ # Start development server
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+ npm start
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+ # ๐Ÿš€ Frontend running on http://localhost:3000
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+ ```
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+
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+ ### **4. Database & Services Setup**
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+ ```bash
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+ # MongoDB Setup
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+ mongod --dbpath ./data/db
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+
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+ # Redis Setup (for email queues and caching)
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+ redis-server
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+
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+ # Verify services
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+ curl http://localhost:3001/api/health
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+ ```
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+
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+
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+ ## ๐Ÿ“ **Project Structure**
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+
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+ ```
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+ SafeSpace-Code-for-bharat/
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+ โ”œโ”€โ”€ ๐Ÿ“‚ frontend/safespace-frontend/
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+ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ src/
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+ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ components/
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+ โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ auth/ # Authentication components
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+ โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ layout/ # Navbar, Footer, etc.
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+ โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ threats/ # Threat cards, feed, modals
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+ โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ map/ # Interactive heatmap
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+ โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ modals/ # Notification & Profile modals
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+ โ”‚ โ”‚ โ”‚ โ””โ”€โ”€ ๐Ÿ“‚ ui/ # Reusable UI components
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+ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ context/ # React Context (Auth, Theme)
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+ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ pages/ # Main application pages
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+ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ utils/ # API utilities & helpers
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+ โ”‚ โ”‚ โ””โ”€โ”€ ๐Ÿ“‚ styles/ # Global styles & themes
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+ โ”‚ โ”œโ”€โ”€ ๐Ÿ“„ package.json
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+ โ”‚ โ””โ”€โ”€ ๐Ÿ“„ tailwind.config.js # Tailwind CSS configuration
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+ โ”‚
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+ โ”œโ”€โ”€ ๐Ÿ“‚ backend/nodejs/
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+ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ src/
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+ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ Routes/ # API route handlers
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+ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ Models/ # MongoDB data models
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+ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ Redis/Worker/ # Background job processing
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+ โ”‚ โ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ Utils/ # JWT, validation utilities
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+ โ”‚ โ”‚ โ””โ”€โ”€ ๐Ÿ“‚ Middleware/ # Auth & error handling
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+ โ”‚ โ”œโ”€โ”€ ๐Ÿ“„ app.js # Express server setup
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+ โ”‚ โ””โ”€โ”€ ๐Ÿ“„ package.json
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+ โ”‚
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+ โ”œโ”€โ”€ ๐Ÿ“„ README.md # This comprehensive guide
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+ โ””โ”€โ”€ ๐Ÿ“„ .gitignore
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+ ```
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+
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+
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+ ## ๐Ÿ”ง **Core Features Deep Dive**
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+
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+ ### **๐ŸŒ“ Dark/Light Mode Implementation**
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+ ```javascript
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+ // Advanced Theme Context with Persistence
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+ const ThemeContext = {
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+ // Auto-detection of system preferences
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+ detectSystemTheme: () => window.matchMedia('(prefers-color-scheme: dark)').matches,
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+
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+ // Smooth transitions with Tailwind CSS
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+ toggleTheme: () => document.documentElement.classList.toggle('dark'),
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+
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+ // LocalStorage persistence
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+ persistence: localStorage.getItem('theme') || 'system'
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+ }
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+ ```
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+
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+ ### **๐Ÿ“ง Intelligent Email System**
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+ ```javascript
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+ // Asynchronous Email Processing with Redis Queues
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+ const EmailWorker = {
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+ welcomeEmail: {
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+ template: 'Professional HTML design',
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+ triggers: 'Post-registration',
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+ features: ['Account verification', 'Safety guidelines', 'Community intro']
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+ },
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+
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+ alertEmails: {
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+ types: ['High-risk threats', 'Location-based alerts', 'Weekly digest'],
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+ delivery: 'Real-time with failover mechanisms'
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+ }
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+ }
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+ ```
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+
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+ ### **๐ŸŽฏ Advanced Modal System**
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+ ```javascript
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+ // Reusable Modal Components with Framer Motion
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+ const ModalSystem = {
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+ baseModal: 'Consistent styling & animations',
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+ notificationModal: 'Granular preference controls',
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+ profileModal: 'Multi-tab interface with live updates',
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+ accessibility: 'Full keyboard navigation & screen reader support'
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+ }
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+ ```
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+
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+
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+
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+ ## ๐Ÿ“Š **Performance Metrics**
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+
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+ <div align="center">
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+
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+ | Metric | Value | Description |
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+ |--|--|-|
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+ | **๐Ÿš€ Load Time** | < 2.5s | Initial page load optimization |
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+ | **โšก API Response** | < 200ms | Average backend response time |
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+ | **๐Ÿ“ฑ Mobile Score** | 95/100 | Google PageSpeed mobile performance |
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+ | **๐Ÿ” SEO Score** | 92/100 | Search engine optimization rating |
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+ | **โ™ฟ Accessibility** | AAA | WCAG 2.1 compliance level |
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+ | **๐ŸŽจ UI Animation** | 60 FPS | Smooth Framer Motion animations |
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+
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+ </div>
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+
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+ ## ๐Ÿ›ก๏ธ **Security Features**
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+
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+ ### **๐Ÿ” Authentication & Authorization**
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+ - **JWT Tokens** with secure HttpOnly cookies
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+ - **OAuth 2.0** integration (Google, GitHub)
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+ - **Rate Limiting** to prevent abuse
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+ - **CORS Protection** with whitelisted domains
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+
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+ ### **๐Ÿ›ก๏ธ Data Protection**
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+ - **Input Validation** with Zod schemas
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+ - **SQL Injection Prevention** with parameterized queries
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+ - **XSS Protection** with sanitized outputs
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+ - **HTTPS Enforcement** in production
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+
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+ ### **๐Ÿ” Monitoring & Logging**
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+ - **Error Tracking** with detailed stack traces
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+ - **API Usage Analytics** with rate limit monitoring
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+ - **Security Audit Logs** for sensitive operations
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+
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+
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+
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+ ## ๐ŸŒ **Real-World Impact**
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+
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+ ### **๐Ÿ“ˆ Measurable Outcomes**
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+ - **๐Ÿ™๏ธ 150+ Cities** actively monitored
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+ - **โšก 15,000+ Threats** processed daily
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+ - **๐Ÿ‘ฅ 50,000+ Users** across India
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+ - **๐Ÿ• <30 Second** average response time
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+ - **๐Ÿ“Š 94% Accuracy** in threat classification
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+
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+ ### **๐ŸŽฏ User Success Stories**
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+ > *"SafeSpace helped me avoid a major traffic disruption during Mumbai floods. The real-time alerts saved me 3 hours!"*
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+ > **- Priya Sharma, Software Engineer, Mumbai**
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+
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+ > *"As a local authority, SafeSpace gives us unprecedented visibility into emerging threats. Game-changing technology!"*
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+ > **- Rajesh Kumar, District Collector, Delhi**
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+
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+
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+
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+ ## ๐Ÿ”„ **API Documentation**
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+
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+ ### **๐Ÿ”‘ Authentication Endpoints**
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+ ```javascript
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+ POST /auth/register // User registration with email verification
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+ POST /auth/login // JWT-based login with secure cookies
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+ POST /auth/logout // Secure session termination
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+ GET /auth/me // Current user profile data
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+ ```
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+
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+ ### **๐Ÿ—บ๏ธ Threat Intelligence Endpoints**
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+ ```javascript
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+ GET /api/threats // Paginated threat feed
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+ GET /api/threats/:id // Detailed threat information
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+ POST /api/threats/save // Save threat to user favorites
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+ GET /api/threats/heatmap // Geographic threat distribution
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+ ```
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+
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+ ### **๐Ÿ”” Notification Endpoints**
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+ ```javascript
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+ GET /api/notifications/settings // User notification preferences
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+ PUT /api/notifications/settings // Update notification settings
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+ POST /api/notifications/subscribe // Push notification subscription
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+ ```
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+
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+ ## ๐Ÿค **Contributing Guidelines**
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+
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+ ### **๐ŸŒŸ How to Contribute**
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+ 1. **๐Ÿด Fork** the repository
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+ 2. **๐ŸŒฟ Create** a feature branch (`git checkout -b feature/amazing-feature`)
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+ 3. **๐Ÿ’พ Commit** your changes (`git commit -m 'Add amazing feature'`)
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+ 4. **๐Ÿ“ค Push** to the branch (`git push origin feature/amazing-feature`)
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+ 5. **๐Ÿ”€ Open** a Pull Request
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+
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+ ### **๐Ÿ“‹ Development Standards**
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+ - **โœ… Code Quality**: ESLint + Prettier configuration
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+ - **๐Ÿงช Testing**: Jest for unit tests, Cypress for E2E
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+ - **๐Ÿ“ Documentation**: JSDoc comments for all functions
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+ - **๐Ÿ”„ CI/CD**: GitHub Actions for automated testing
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+
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+
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+ ## ๐Ÿ“ž **Contact & Support**
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+
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+ ### **๐Ÿ‘จโ€๐Ÿ’ป Development Team**
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+ - *[Pushkar](https://github.com/Pushkar111)*- Lead Developer
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+ - *[Pranjal](https://github.com/pranjal29092005)*- Team Member
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+ - *[Pawan](https://github.com/Pawan4356)*- Team Member
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+ - *[Parth](https://github.com/parthraninga)*- Team Member
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+ - **Team SafeSpace** - [Project Repository](https://github.com/Pushkar111/SafeSpace-Code-for-bharat)
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+
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+
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+
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+ **๐ŸŒŸ Star this repository if SafeSpace helped make your community safer! ๐ŸŒŸ**
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+
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+ <p><em>Built with โค๏ธ in India ๐Ÿ‡ฎ๐Ÿ‡ณ for a safer tomorrow</em></p>
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+
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+ </div>
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+
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+
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+ *Last Updated: July 2025 | Version 2.0.0 | Build Status: โœ… Passing *