Atom of Thoughts
Decomposes complex problems into independent atomic units of thought, enabling robust reasoning and validated insights.
About
Atom of Thoughts (AoT) is a Model Context Protocol (MCP) server implementing a decomposition-based reasoning framework. It breaks down intricate problems into smaller, manageable 'atoms' of thought, interconnected by dependencies, to deliver robust and verified solutions. The tool offers both a full-featured version (AoT) for deep analysis and a lightweight version (AoT-light) optimized for speed. AoT facilitates problem-solving, hypothesis generation, and decision-making across various scenarios.
Key Features
- Automatic Termination Mechanism: Terminates the process upon reaching maximum depth or finding a high-confidence conclusion.
- AoT-light version for faster processing and quicker results.
- Decomposition-Contraction Mechanism: Breaks down complex atoms into sub-atoms and contracts them back after verification.
- Confidence Evaluation: Explicitly measures the confidence of each thought to improve conclusion validity.
- 8 GitHub stars
Use Cases
- Solving problems requiring complex reasoning.
- Deriving high-confidence conclusions in scenarios where accuracy is crucial.
- Generating hypotheses that need verification from multiple perspectives.
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