HomeResearch LibraryHuggingGPT: Solving AI Tasks with ChatGPT and its Frien…
system architectureChapter 4NeurIPS 2023 · 2023

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace

Yongliang Shen (Microsoft Research), Kaitao Song (Microsoft Research)

Abstract

We present HuggingGPT, a system that uses ChatGPT as a controller to manage and invoke expert models in HuggingFace. By leveraging the rich model repository, HuggingGPT can tackle complex AI tasks.

Key Contributions

  • LLM as orchestrator for specialist models
  • Task planning and model selection
  • Response summarization

Topics

multi-agent orchestrationmodel routingtask decompositiontool use