🚒 ResQ-AI Backend (Server)

Agentic Incident Response & Real-Time Coordination System

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📌 Overview

ResQ-AI Backend is a high-performance Node.js server powering the ResQ-AI platform.
It enables real-time emergency incident reporting, AI-assisted severity triage, duplicate consolidation, and live command-center updates using WebSockets.

The system is designed for smart cities, emergency services, and disaster-response coordination, ensuring fast, credible, and scalable incident handling.

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✨ Key Features

🛡️ Dual-Role Authentication

• Secure JWT-based authentication
• Two user roles:
  • Citizen – Mobile app users who report incidents
  • Admin – Command Center operators who validate and manage incidents

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🧠 AI Severity Triage

• Lightweight heuristic NLP engine
• Automatically assigns severity during incident creation:
  • High – Fire, Blood, Explosion, Accident
  • Medium – Smoke, Traffic, Crowd
  • Low – Pothole, Noise, Garbage

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🔗 Consolidation Engine (Merge Logic)

• Detects duplicate incident reports using geospatial proximity
• Uses atomic MongoDB transactions
• Merges duplicates into a single verified incident
• Converts duplicate reports into verification votes (+1 credibility)

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👍 Consensus & Credibility System

• Citizens can:
  • Upvote (Verify) → +1
  • Downvote (Reject) → -1
• Automatic rejection when vote score ≤ -5
• Net score determines whether an incident is valid or rejected

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📡 Real-Time Event Loop

• Socket.io integration
• Live push updates to Admin Dashboard:
  • New incidents
  • Incident merges
  • Status updates
  • Vote changes

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🌍 Geospatial Core

• MongoDB 2dsphere indexing
• Enables:
  • Radius-based searches
  • Location clustering
  • Duplicate detection using proximity

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🛠️ Tech Stack

Layer	Technology
Runtime	Node.js
Framework	Express.js
Database	MongoDB
ODM	Mongoose
Real-Time	Socket.io
Security	JWT, BCrypt, CORS
Architecture	MVC with Service Layer

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🚀 Getting Started

1️⃣ Prerequisites

• Node.js v18+
• MongoDB (Local installation or Atlas URI)

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2️⃣ Installation

git clone <repository_url>
cd Dev-Hack-Backend
npm install

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3️⃣ Environment Configuration

Create a .env file in the root directory:

PORT=5000
MONGO_URI=mongodb://localhost:27017/resq_ai_db
JWT_SECRET=your_super_secret_key_change_this
NODE_ENV=development

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4️⃣ Seed Admin User

The public API only allows Citizen registration.
To create the first Admin, run:

node createAdmin.js

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5️⃣ Run the Server

# Development mode (with nodemon)
npm run dev

# Production mode
npm start

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🔌 API Documentation

🟢 Authentication (/api/auth)

Method	Endpoint	Description	Access
POST	/signup	Register a new Citizen	Public
POST	/login	Login (Returns JWT + Role)	Public

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🚨 Incidents (/api/incidents)

Method	Endpoint	Description	Access
POST	/	Report a new incident (Auto severity)	Citizen
GET	/	Get local incident feed (Newest first)	Citizen
POST	/:id/upvote	Verify an incident (+1)	Citizen
POST	/:id/downvote	Reject an incident (-1)	Citizen

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👮 Admin Command Center (/api/admin)

Method	Endpoint	Description	Access
GET	/feed	Priority feed (Severity → Votes)	Admin
PATCH	/:id	Update status or add notes	Admin
POST	/merge	Merge duplicate incidents	Admin
GET	/seed	Generate demo test data	Admin

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📡 Socket.io Events (Real-Time)

Event Name	Payload	Trigger
new-incident	{ incidentObject }	Citizen submits a report
incident-updated	{ incidentObject }	Status, notes, or votes updated
incident-merged	{ primaryId, duplicateId }	Admin merges incidents

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📂 Project Structure

Dev-Hack-Backend/
├── controllers/
├── middleware/
├── models/
├── routes/
├── lib/
├── server.js
└── createAdmin.js

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🧪 Testing the Merge Logic (Demo)

1. Create Incident A – Fire at Lab (10.0, 10.0)
2. Create Incident B – Smoke at Lab (10.0001, 10.0001)
3. Login as Admin
4. Merge using POST /api/admin/merge

{
  "primaryId": "ID_OF_A",
  "duplicateId": "ID_OF_B"
}

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📌 Summary

ResQ-AI Backend provides:

• Low-latency emergency coordination
• High incident credibility through consensus
• Scalable real-time architecture
• Production-grade geospatial intelligence

📸 Project Screenshots

🔐 Login Screen

🗺️ Full Screen Map (Admin Command Center)

📍 Verified vs Unverified Incidents

Unverified Incident	Verified Incident

🚨 Incident Details