ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow
  Development
We introduce ComfyUI-Copilot, a large language model-powered plugin designed
to enhance the usability and efficiency of ComfyUI, an open-source platform for
AI-driven art creation. Despite its flexibility and user-friendly interface,
ComfyUI can present challenges to newcomers, including limited documentation,
model misconfigurations, and the complexity of workflow design. ComfyUI-Copilot
addresses these challenges by offering intelligent node and model
recommendations, along with automated one-click workflow construction. At its
core, the system employs a hierarchical multi-agent framework comprising a
central assistant agent for task delegation and specialized worker agents for
different usages, supported by our curated ComfyUI knowledge bases to
streamline debugging and deployment. We validate the effectiveness of
ComfyUI-Copilot through both offline quantitative evaluations and online user
feedback, showing that it accurately recommends nodes and accelerates workflow
development. Additionally, use cases illustrate that ComfyUI-Copilot lowers
entry barriers for beginners and enhances workflow efficiency for experienced
users. The ComfyUI-Copilot installation package and a demo video are available
at https://github.com/AIDC-AI/ComfyUI-Copilot.
6842632d542c9011f1bebf46
Zhenran Xu
claimed_verified
2025-06-06T07:40:31.325Z
639c379cdb7c5f35004066cb
/avatars/3e435506ee85aa7d2d0ec2174a07462f.svg
Zhenran Xu
user
imryanxu
6842632d542c9011f1bebf47
Xue Yang
6842632d542c9011f1bebf48
Yiyu Wang
6842632d542c9011f1bebf49
Qingli Hu
6842632d542c9011f1bebf4a
Zijiao Wu
6842632d542c9011f1bebf4b
Longyue Wang
6842632d542c9011f1bebf4c
Weihua Luo
6842632d542c9011f1bebf4d
Kaifu Zhang
6842632d542c9011f1bebf4e
Baotian Hu
6842632d542c9011f1bebf4f
Min Zhang
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow
  Development
We introduce ComfyUI-Copilot, a large language model-powered plugin designed
to enhance the usability and efficiency of ComfyUI, an open-source platform for
AI-driven art creation. Despite its flexibility and user-friendly interface,
ComfyUI can present challenges to newcomers, including limited documentation,
model misconfigurations, and the complexity of workflow design. ComfyUI-Copilot
addresses these challenges by offering intelligent node and model
recommendations, along with automated one-click workflow construction. At its
core, the system employs a hierarchical multi-agent framework comprising a
central assistant agent for task delegation and specialized worker agents for
different usages, supported by our curated ComfyUI knowledge bases to
streamline debugging and deployment. We validate the effectiveness of
ComfyUI-Copilot through both offline quantitative evaluations and online user
feedback, showing that it accurately recommends nodes and accelerates workflow
development. Additionally, use cases illustrate that ComfyUI-Copilot lowers
entry barriers for beginners and enhances workflow efficiency for experienced
users. The ComfyUI-Copilot installation package and a demo video are available
at https://github.com/AIDC-AI/ComfyUI-Copilot.
ComfyUI-Copilot uses a large language model and multi-agent system to enhance the usability and efficiency of the AI-driven art creation platform ComfyUI.
large language model multi-agent framework central assistant agent specialized worker agents knowledge bases