DRAFT

The implementation for the paper: From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.

How to run the code

Download ToolBench dataset from the Google Drive.
Run DRAFT to get revised tool documentation:

python DRAFT.py
Run ToolBench_DFSDT to examine the effectiveness of DRAFT:

python ToolBench_DFSDT -model_name gpt-4o-2024-08-06 -data_type G3 -method DRAFT

Our experimental environment is shown below:

openai version: 0.28.0
numpy version: 1.26.4
pandas version: 2.2.2
torch version: 2.3.1

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
dataset/ToolBench		dataset/ToolBench
prompts		prompts
DRAFT.py		DRAFT.py
README.md		README.md
ToolBench_DFSDT.py		ToolBench_DFSDT.py