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# Offical Repo of Tree of Thoughts (ToT) # Official Repo of Tree of Thoughts (ToT)
[![DOI](https://zenodo.org/badge/642099326.svg)](https://zenodo.org/badge/latestdoi/642099326)
![teaser](teaser.png) ![teaser](teaser.png)
Offical implementation for paper [Tree of Thoughts: Deliberate Problem Solving with Large Language Models](https://arxiv.org/abs/2305.10601) with code, prompts, model outputs.
Official implementation for paper [Tree of Thoughts: Deliberate Problem Solving with Large Language Models](https://arxiv.org/abs/2305.10601) with code, prompts, model outputs.
Also check [its tweet thread](https://twitter.com/ShunyuYao12/status/1659357547474681857) in 1min. Also check [its tweet thread](https://twitter.com/ShunyuYao12/status/1659357547474681857) in 1min.
**Note: https://github.com/kyegomez/tree-of-thoughts is not the offical/correct implementation for the results in the paper. Please check https://github.com/ysymyth/tree-of-thought-llm/issues/17** **Note: https://github.com/kyegomez/tree-of-thoughts is not the official/correct implementation for the results in the paper. Please check https://github.com/ysymyth/tree-of-thought-llm/issues/17**
Please cite the paper and star this repo if you use ToT and find it interesting/useful. Thanks! Please cite the paper and star this repo if you use ToT and find it interesting/useful. Thanks!
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``` ```
## Setup ## Setup
You need to first have an OpenAI API key and store it in the environment variable ``OPENAI_API_KEY`` (see [here](https://help.openai.com/en/articles/5112595-best-practices-for-api-key-safety)). If you use custom base url, set it by environment variable ``OPENAI_API_BASE`` (e.g. https://api.openai.com/v1). You need to first have an OpenAI API key and store it in the environment variable ``OPENAI_API_KEY`` (see [here](https://help.openai.com/en/articles/5112595-best-practices-for-api-key-safety)). If you use custom base url, set it by environment variable ``OPENAI_API_BASE`` (e.g. https://api.openai.com/v1).