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Chess Game

A full-stack chess game featuring three gameplay modes:

  • AI vs AI
  • AI vs Human
  • Human vs Human

Tech Stack

  • Frontend: React.js
  • Backend: Flask API
  • AI Model: PyTorch

Features

  • Interactive UI: A user-friendly chessboard built with React.js
  • AI-powered Chess Engine: A deep learning-based chess AI using PyTorch
  • RESTful API: Flask-based API to manage game state and AI computations
  • Multiplayer Mode: Supports both AI and human opponents

Installation

Prerequisites

Ensure you have the following installed:

  • Node.js
  • Python 3
  • pip

Setup

1. Clone the Repository

git clone https://github.com/Coder1010ayush/chess.git

2. Setup the Backend (Flask API)

cd chess
pip install -r requirements.txt
python app.py

3. Setup the Frontend (React.js)

cd frontend
npm install
npm run dev

API Endpoints

Method Endpoint Description
GET /api/status Check server status
POST /api/move Send move and get AI move
POST /api/newgame Start a new chess game

AI Model

The AI model is implemented in PyTorch and integrated into the Flask API. It evaluates board states and suggests optimal moves using a deep learning approach.

Contributing

Feel free to open issues or contribute by submitting pull requests.

License

This project is licensed under the MIT License.