🚗💰 Car Price Prediction Application

An AI-powered application that predicts car prices using machine learning and optionally integrates with Google's Gemini AI for enhanced accuracy. 🚀

🔧 Prerequisites

📌 Requirements:

• 🐍 Python 3.8 or higher
• 📦 pip (Python package installer)

📥 Installation

1️⃣ Clone the repository or download the source code 📂

2️⃣ Create a virtual environment 🏗️

python -m venv venv

3️⃣ Activate the virtual environment 🔄

On Windows:

venv\Scripts\activate

On macOS/Linux:

source venv/bin/activate

4️⃣ Install the required packages 📦

pip install -r requirements.txt

🚀 Usage

🖥️ GUI Version

To run the application with a graphical interface:

python gui.py

📟 Command Line Version

To run the application in command line mode:

python main.py

✨ Features

✅ Predicts car prices based on make, model, year, mileage, and condition 🚘
✅ Optional Gemini AI integration for enhanced predictions 🤖
✅ Interactive GUI interface 🖥️
✅ Data visualization capabilities 📊
✅ Handles missing data and outliers 🛠️

🔑 Note

📢 If you want to use the Gemini AI integration, you'll need to provide a valid Gemini API key when prompted. 🔐