♜ Agent White vs Agent Black: Chess Game
🎓 FREE Step-by-Step Tutorial
👉 Click here to follow our complete step-by-step tutorial and learn how to build this from scratch with detailed code walkthroughs, explanations, and best practices.
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?
- Clone the GitHub repository
bash
git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd advanced_ai_agents/autonomous_game_playing_agent_apps/ai_chess_agent- Install the required dependencies:
bash
pip install -r requirements.txt- Get your OpenAI API Key
- Sign up for an OpenAI account (or the LLM provider of your choice) and obtain your API key.
- Run the Streamlit App
bash
streamlit run ai_chess_agent.py