MCTS + GPT-4o + Evolution

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Interactive Animation

Watch the complete MCTS + Evolution process unfold with a real financial dashboard example. See GPT-4o guidance, tree exploration, and evolution optimization in action.

🚀 Launch Demo

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System Architecture

Explore the clean 3-phase architecture diagram showing how MCTS, Evolution, and Self-Evolution work together to discover novel API compositions.

📊 View Architecture

🌟 Key Features

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MCTS Tree Search

Systematic exploration of API composition space with UCB1 selection and GPT-4o guidance

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Evolution Engine

Genetic optimization of API chains through intelligent mutations and natural selection

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GPT-4o Integration

AI-powered policy and value networks for semantic understanding and intelligent guidance

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Self-Evolution

Continuous improvement through environmental adaptation and novel scenario discovery

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Real-time Visualization

Professional React frontend with live MCTS tree construction and evolution progress

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25+ API Bank

Comprehensive API repository with type safety and compatibility checking