This is the implementation of the paper AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
Require Python 3.9+
pip install requirements.txtToolBench
Refer to ToolBench.
AnyToolBench
Generation script
python data_generation_by_gpt4.py
We provide sample data in anytoolbench.json file.
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
This repo is built on ToolBench.
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}
}