ToolEmu

by ryoungj · Agent Tool · ★ 190

About ToolEmu

ToolEmu: Identifying the Risks of LM Agents with an LM-Emulated Sandbox [📃 Paper]     [🌐 Website]     [🎮 Demo]     [🐦 Twitter] Recent advances in Language Model (LM) agents and tool use, exemplified by applications like ChatGPT Plugins, enable a rich set of capabilities but also amplify potential risks—such as leaking private data or causing financial losses. Identifying these risks is labor-intensive, necessitating implementing the tools, manually setting up the environment for each test scenario, and finding risky cases.

agentai-safetylanguage-agentlanguage-modellarge-language-modelsprompt-engineering

Quick Facts

Stars190
Forks20
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score76.1298458243514/100
Open Issues2
Last Updated2024-03-22
Created2023-09-26
Platformspython
Est. Tokens~275k

Compatible Skills

These tools work well together with ToolEmu for enhanced workflows:

  • agent-studio — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • mxcp — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (56%)
  • clientai — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • MLLM-Tool — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)
  • SimplerLLM — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (53%)

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Frequently Asked Questions

What is ToolEmu?

ToolEmu is [ICLR'24 Spotlight] A language model (LM)-based emulation framework for identifying the risks of LM agents with tool use. It is categorized as a Agent Tool with 190 GitHub stars.

What programming language is ToolEmu written in?

ToolEmu is primarily written in Python. It covers topics such as agent, ai-safety, language-agent.

How do I install or use ToolEmu?

You can find installation instructions and usage details in the ToolEmu GitHub repository at github.com/ryoungj/ToolEmu. The project has 190 stars and 20 forks, indicating an active community.

What license does ToolEmu use?

ToolEmu is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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