AnyTool/README.md

AnyTool

This is the implementation of the paper AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Installation

Dependencies

Require Python 3.9+

Quick install

pip install requirements.txt

Data

ToolBench

Refer to ToolBench.

AnyToolBench

AnyToolBench Generation

python data_generation_by_gpt4.py

We provide sample data in anytoolbench.json file.

Run AnyTool

Fill your OpenAI config and toolbench key into the config.py.

Run ToolBench

python anytool.py --output_dir result/test_instruction/G1_instruction --query_path data/test_instruction/G1_instruction.json --max_api_number 64

Run AnyToolBench

python anytool.py --output_dir result/anytoolbench --query_path anytoolbench.json -max_api_number 64

AnyToolBench Generation

python data_generation_by_gpt4.py

Acknowledgement

This repo is built on ToolBench.

Citation

If you find this project is helpful for your research, consider citing our paper

@article{du2024anytool,
  title={AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls},
  author={Du, Yu and Wei, Fangyun and Zhang, Hongyang},
  journal={arXiv preprint arXiv:2402.04253},
  year={2024}
}