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Add ToolEmu #8

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tizkovatereza opened this issue Jan 2, 2024 · 0 comments
Open

Add ToolEmu #8

tizkovatereza opened this issue Jan 2, 2024 · 0 comments

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@tizkovatereza
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ToolEmu

An LLM-based emulation framework for flexibly testing and identifying the risks of LLM-based agents across various tools & scenarios

Description

  • ToolEmu leverages advanced LLMs (like GPT-4) as an emulator to emulate tool execution and automatically instantiate scenarios for risk assessment in a virtual sandbox
  • ToolEmu enables:
    • flexibly prototyping LLM-based agents equipped with tools without the need of actual tool implementations
    • seamlessly testing LLM-based agents in rare and risk-critical scenarios without the need of actual sandbox setups
    • identifying potential realistic failures of LLM-based agents

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@tizkovatereza