# Tree of Thoughts 🌳🌲🌴🌿🍃 Tree of Thoughts (ToT) is an all-new powerful and flexible algorithm that advances model reasoning by a whopping 70%. This is a plug-in-and-play version, connect your own models and enjoy superintelligence! This implementation of Tree of Thoughts is brought to you by Agora, Agora advances Humanity with open source SOTA Multi-Modality AI research! We plan on combating Humanitys grandest root problems like food insecurity, planetary insecurity, and disease, and hopefully death itself. Get started with this powerful algorithm by cloning the repository or installing it, and joining the Discord channel to contribute to the project. You can also choose search algorithms like BFS or DFS, and select strategies like cot or propose, and evaluation strategies like value or vote. With its dynamic beam width function, adjust the beam width [b] dynamically based on the search depth quality of the generated thoughts. Share this repository by clicking on the following buttons 😊 [](https://twitter.com/intent/tweet?text=Check%20out%20this%20amazing%20project%20on%20improving%20AI%20reasoning%20-%20Tree%20of%20Thoughts!%20https://github.com/kyegomez/tree-of-thoughts) [](https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Ftree-of-thoughts) [Paper link](https://arxiv.org/pdf/2305.10601.pdf)
