Build AI Cab Booking System Website Using Prompt Engineering | AI Agent Project Tutorial | Part 5

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Build AI Cab Booking System Website Using Prompt Engineering | AI Agent Project Tutorial

Project Overview

This project is a full stack AI-powered Cab Booking System built using Next.js with TypeScript for the frontend and FastAPI (Python) for the backend. The platform allows passengers to search drivers, book rides, track ride status, and manage ride history while drivers can accept, start, and complete rides through their own dashboard.

Core Features (Implemented)

The project includes a complete ride booking workflow, authentication system, driver and passenger dashboards, dynamic pricing system, and modern responsive UI.

Booking System

  • Smart search to filter drivers by pickup city and vehicle type
  • Instant ride booking with selected driver
  • Real-time ride status tracking (Pending → Approved → Active → Completed)
  • Passengers can cancel pending rides
  • Book again option to schedule the same ride automatically for tomorrow

User Management

  • Role-based access system (Passenger and Driver)
  • Secure login/signup with JWT authentication
  • Profile management system
  • Driver verification with vehicle details

Passenger Features

  • Ride dashboard with complete history
  • Driver contact with click-to-call
  • Ride receipts with detailed fare breakdown
  • Download or print PDF receipts
  • Real-time ride status updates

Driver Features

  • Manage current ride bookings
  • View ride history
  • Accept, reject, start, and complete rides
  • View passenger details
  • Full ride lifecycle management

Pricing & Payments

  • Dynamic fare calculation
  • Promo code discount system
  • Multiple passenger charges
  • Transparent fare breakdown

UI / UX Features

  • Modern dark theme UI
  • Mobile responsive design
  • Smooth loading states
  • User-friendly error handling
  • Interactive animations

Technical Stack

  • Backend – FastAPI (Python)
  • Frontend – Next.js + TypeScript
  • Database – SQLAlchemy ORM
  • Authentication – JWT Tokens
  • API Architecture – RESTful APIs

⚙️ Project Setup & Installation

2️⃣ Backend Setup (FastAPI)

cd backend
python -m venv venv

# Activate environment
venv\Scripts\activate

pip install -r requirements.txt

# Run server
uvicorn main:app --reload

3️⃣ Frontend Setup (Next.js)

cd frontend
npm install
npm run dev

4️⃣ Open the Application

  • Frontend → http://localhost:3000
  • Backend API → http://localhost:8000
  • API Docs → http://localhost:8000/docs

Tutorial Topics