Two OpenAI-powered AI agents play chess against each other with move validation via Autogen and Streamlit.
### 🎓 FREE Step-by-Step Tutorial **👉 [Click here to follow our complete step-by-step tutorial](https://www.theunwindai.com/p/build-a-multi-agent-chess-game) 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? 1. Clone the GitHub repository ```bash git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git cd ai_agent_tutorials/ai_chess_game ``` 2. Install the required dependencies: ```bash pip install -r requirements.txt ``` 3. Get your OpenAI API Key - Sign up for an [OpenAI account](https://platform.openai.com/) (or the LLM provider of your choice) and obtain your API key. 4. Run the Streamlit App ```bash streamlit run ai_chess_agent.py ```