Build ChessForge AI — Two AutoGen Agents Play Legal Chess (LEGAL GATE) | Sharad Khare

ChessForge AI is a project demonstrating two AutoGen agents playing legal chess against each other with a LEGAL GATE mechanism to ensure move validity. Users can run the system locally by providing an OpenAI API key in a Streamlit interface and pressing Start Game. The project showcases multi-agent collaboration, constraint enforcement, and game logic integration within an AI agent framework.

Key Points

• •Two AutoGen agents compete in a chess game with autonomous decision-making
• •LEGAL GATE mechanism validates all moves to ensure they comply with chess rules
• •Streamlit provides a user-friendly interface for starting and monitoring games
• •OpenAI API integration powers the agents' reasoning and move selection
• •Local execution eliminates dependency on external services for gameplay
• •Multi-agent architecture demonstrates agent-to-agent communication patterns
• •Move validation prevents illegal plays and maintains game integrity
• •Real-time game state management tracks board position and turn alternation

Workflow Diagram

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