le(a)ts have fun

Implementation of the Language Agent Tree Search paper in a few languages I find interesting, purely for learning purposes.

Languages covered so far:

• Python (with a small Prolog inference engine)

Scenarios covered:

• Reasoning with logical puzzles

Running examples

nix develop . # fill .env file and run the notebook or script of your choice.

Citation

@misc{zhou2023language,
      title={Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models},
      author={Andy Zhou and Kai Yan and Michal Shlapentokh-Rothman and Haohan Wang and Yu-Xiong Wang},
      year={2023},
      eprint={2310.04406},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2310.04406}
}