Automatic Tool Chain (ATC)

The main code for 'Chain of Tools: Large Language Model is an Automatic Multi-tool Learner'

This project aims to enable the LLM as an Automatic Multi-tool Learner, which can automatically utilize a chain of various tools through programming.

News

• [2023.05.25] New version ATC is released.
• [2024.03.09] Initial version ATC is released.

Quick start

LLM as an Automatic Multi-tool User

1. directly instruct the LLMs to operate a chain of tools programmatically.

python run_wo_attribute.py

2. instruct the LLMs to first operate a chain of tools programmatically, and then revise the errors in the generated programs.

python run_w_attribute.py

LLM as an Active Multi-tool learner

1. instruct the LLM to automatically discover the tool usage and document the tool protocol. (black-box tool probing)

python run_probing.py