#32 · Primary category： Prompt Engineering Tools
tree-of-thoughts
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
Project last updated：07/29/25
GitHub Stars
4.6K
Forks
376
Contributors
9
License
Apache-2.0
Why we included this project
Most language models stall when a single prompt isn't enough to think through a problem. This library implements Tree of Thoughts, a research technique that has the model generate several candidate reasoning paths, score them, and drop the weak ones before answering. It's a pip-installable Python package with ready-made agents, so you can swap in your own model or API endpoint without rebuilding the search logic. If your work involves math puzzles, logic problems, or multi-step planning, this is a practical way to get more deliberate reasoning out of a model, and the bundled prompting templates are useful even if you'd rather run the search yourself.
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