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ComfyUI Extension: ComfyUI-Copilot

Authored by AIDC-AI

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Your Intelligent Assistant for Comfy-UI.

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    README

    中文 ｜ English

    <div align="center">

    🎯 ComfyUI-Copilot: Your Intelligent Assistant for Comfy-UI

    <!-- Enhancing Image Generation Development with Smart Assistance --> <h4 align="center"> <div align="center"> <img src="https://img.shields.io/badge/Version-1.0.0-blue.svg" alt="Version"> <img src="https://img.shields.io/badge/License-MIT-green.svg" alt="License"> <img src="https://img.shields.io/github/stars/AIDC-AI/ComfyUI-Copilot?color=yellow" alt="Stars"> <img src="https://img.shields.io/github/issues/AIDC-AI/ComfyUI-Copilot?color=red" alt="Issues"> <img src="https://img.shields.io/badge/python-3.10%2B-purple.svg" alt="Python"> </h4>

    👾 Alibaba International Digital Commerce 👾

    :octocat: Github

    </div>

    https://github.com/user-attachments/assets/0372faf4-eb64-4aad-82e6-5fd69f349c2c

    🌟 Introduction

    Welcome to ComfyUI-Copilot, an intelligent assistant built on the Comfy-UI framework that simplifies and enhances the AI algorithm debugging and deployment process through natural language interactions.

    Whether it's generating text, images, or audio, ComfyUI-Copilot offers intuitive node recommendations, workflow building aids, and model querying services to streamline your development process.

    <div align="center"> <img src="assets/Framework.png"/> </div>

    🤔 Why Choose ComfyUI-Copilot?

    • 🍀 Ease of Use: Lower the barriers to entry with natural language interaction, making Comfy-UI accessible even for beginners.
    • 🍀 Smart Recommendations: Leverage AI-driven node suggestions and workflow implementations to boost development efficiency.
    • 🍀 Real-Time Assistance: Benefit from round-the-clock interactive support to address any issues encountered during development.

    ✨ Updates

    2025.02.27 Release

    • Multiple Model Support: Added DeepSeek AI and Qwen-plus models
    • Node Installation Guide: Smart redirection to GitHub repos or Google search results for uninstalled nodes
    • Prompt Generation: Enhanced SD prompt generation and error log analysis
    • Performance: Fixed lag issues reported in GitHub Issues when using Copilot
    • Multilingual Support: Implemented multilingual responses for node queries
    • Subgraph Recommendation: Redesigned downstream subgraph generation with improved filtering
    • Model Database: Added coverage for 60,000+ LoRA and Checkpoint models

    🔥 Core Features

    • 💎 Interactive Q&A Bot: Access a robust Q&A platform where users can inquire about model intricacies, node details, and parameter utilization with ease.

    • 💎 Natural Language Node Suggestions: Employ our advanced search mechanism to swiftly identify desired nodes and enhance workflow construction efficacy.

      <img src="assets/comfycopilot_nodes_recommend.gif"/>

    • 💎 Node Query System: Dive deeper into nodes by exploring their explanations, parameter definitions, usage tips, and downstream workflow recommendations.

      <img src="assets/comfycopilot_nodes_search.gif"/>

    • 💎 Smart Workflow Assistance: Automatically discern developer needs to recommend and build fitting workflow frameworks, minimizing manual setup time.

      <img src="assets/工作流检索.png"/>

    • 💎 Model Querying: Prompt Copilot to seek foundational models and 'lora' based on requirements.

    • 💎 Up-and-Coming Features:

      • Automated Parameter Tuning: Exploit machine learning algorithms for seamless analysis and optimization of critical workflow parameters.
      • Error Diagnosis and Fix Suggestions: Receive comprehensive error insights and corrective advice to swiftly pinpoint and resolve issues.

    🚀 Getting Started

    Repository Overview: Visit the GitHub Repository to access the complete codebase.

    1. Installation:

      cd ComfyUI/custom_nodes
git clone [email protected]:AIDC-AI/ComfyUI-Copilot.git

      or

      cd ComfyUI/custom_nodes
git clone https://github.com/AIDC-AI/ComfyUI-Copilot

      or

      Using ComfyUI Manager: Open ComfyUI Manager, click on Custom Nodes Manager, search for ComfyUI-Copilot, and click the install button. <img src="assets/comfyui_manager.png"/> <img src="assets/comfyui_manager_install.png"/>

    2. Activation: After running the ComfyUI project, find the Copilot activation button at the top-right corner of the board to launch its service.

      <img src="assets/start.png"/>

    3. KeyGeneration：Enter your email address on the link, the api-key will automatically be sent to your email address later.

      <img src="assets/keygen.png"/>

    4. Note: This project is in its early stages. Please regularly update to the latest code to access new features. You can either use git pull to fetch the latest code or click "Update" in the ComfyUI Manager.

    🤝 Contributions

    We welcome any form of contribution! Feel free to make issues, pull requests, or suggest new features.

    📞 Contact Us

    For any queries or suggestions, please feel free to contact: [email protected].

    📚 License

    This project is licensed under the MIT License - see the LICENSE file for details.

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