awesome-llm-apps/ai_agent_tutorials/ai_chess_agent/README.md

♜ Agent White vs Agent Black: Chess Game

An advanced Chess game system where two AI agents play chess against each other using Autogen in a streamlit app. It is built with robust move validation and game state management.

Features

Multi-Agent Architecture

• Player White: OpenAI-powered strategic decision maker
• Player Black: OpenAI-powered tactical opponent
• Board Proxy: Validation agent for move legality and game state

Safety & Validation

• Robust move verification system
• Illegal move prevention
• Real-time board state monitoring
• Secure game progression control

Strategic Gameplay

• AI-powered position evaluation
• Deep tactical analysis
• Dynamic strategy adaptation
• Complete chess ruleset implementation

How to get Started?

1. Clone the GitHub repository

git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd ai_agent_tutorials/ai_chess_game

2. Install the required dependencies:

pip install -r requirements.txt

3. Get your OpenAI API Key

• Sign up for an OpenAI account (or the LLM provider of your choice) and obtain your API key.

4. Run the Streamlit App

streamlit run ai_chess_agent.py