Dify
English
English
  • Getting Started
    • Welcome to Dify
      • Features and Specifications
      • List of Model Providers
    • Dify Community
      • Deploy with Docker Compose
      • Start with Local Source Code
      • Deploy with aaPanel
      • Start Frontend Docker Container Separately
      • Environment Variables Explanation
      • FAQs
    • Dify Cloud
    • Dify Premium on AWS
    • Dify for Education
  • Guides
    • Model
      • Add New Provider
      • Predefined Model Integration
      • Custom Model Integration
      • Interfaces
      • Schema
      • Load Balancing
    • Application Orchestration
      • Create Application
      • Chatbot Application
        • Multiple Model Debugging
      • Agent
      • Application Toolkits
        • Moderation Tool
    • Workflow
      • Key Concepts
      • Variables
      • Node Description
        • Start
        • End
        • Answer
        • LLM
        • Knowledge Retrieval
        • Question Classifier
        • Conditional Branch IF/ELSE
        • Code Execution
        • Template
        • Doc Extractor
        • List Operator
        • Variable Aggregator
        • Variable Assigner
        • Iteration
        • Parameter Extraction
        • HTTP Request
        • Agent
        • Tools
        • Loop
      • Shortcut Key
      • Orchestrate Node
      • File Upload
      • Error Handling
        • Predefined Error Handling Logic
        • Error Type
      • Additional Features
      • Debug and Preview
        • Preview and Run
        • Step Run
        • Conversation/Run Logs
        • Checklist
        • Run History
      • Application Publishing
      • Structured Outputs
      • Bulletin: Image Upload Replaced by File Upload
    • Knowledge
      • Create Knowledge
        • 1. Import Text Data
          • 1.1 Import Data from Notion
          • 1.2 Import Data from Website
        • 2. Choose a Chunk Mode
        • 3. Select the Indexing Method and Retrieval Setting
      • Manage Knowledge
        • Maintain Documents
        • Maintain Knowledge via API
      • Metadata
      • Integrate Knowledge Base within Application
      • Retrieval Test / Citation and Attributions
      • Knowledge Request Rate Limit
      • Connect to an External Knowledge Base
      • External Knowledge API
    • Tools
      • Quick Tool Integration
      • Advanced Tool Integration
      • Tool Configuration
        • Google
        • Bing
        • SearchApi
        • StableDiffusion
        • Dall-e
        • Perplexity Search
        • AlphaVantage
        • Youtube
        • SearXNG
        • Serper
        • SiliconFlow (Flux AI Supported)
        • ComfyUI
    • Publishing
      • Publish as a Single-page Web App
        • Web App Settings
        • Text Generator Application
        • Conversation Application
      • Embedding In Websites
      • Developing with APIs
      • Re-develop Based on Frontend Templates
    • Annotation
      • Logs and Annotation
      • Annotation Reply
    • Monitoring
      • Data Analysis
      • Integrate External Ops Tools
        • Integrate LangSmith
        • Integrate Langfuse
        • Integrate Opik
    • Extension
      • API-Based Extension
        • External Data Tool
        • Deploy API Tools with Cloudflare Workers
        • Moderation
      • Code-Based Extension
        • External Data Tool
        • Moderation
    • Collaboration
      • Discover
      • Invite and Manage Members
    • Management
      • App Management
      • Team Members Management
      • Personal Account Management
      • Subscription Management
      • Version Control
  • Workshop
    • Basic
      • How to Build an AI Image Generation App
    • Intermediate
      • Build An Article Reader Using File Upload
      • Building a Smart Customer Service Bot Using a Knowledge Base
      • Generating analysis of Twitter account using Chatflow Agent
  • Community
    • Seek Support
    • Become a Contributor
    • Contributing to Dify Documentation
  • Plugins
    • Introduction
    • Quick Start
      • Install and Use Plugins
      • Develop Plugins
        • Initialize Development Tools
        • Tool Plugin
        • Model Plugin
          • Create Model Providers
          • Integrate the Predefined Model
          • Integrate the Customizable Model
        • Agent Strategy Plugin
        • Extension Plugin
        • Bundle
      • Debug Plugin
    • Manage Plugins
    • Schema Specification
      • Manifest
      • Endpoint
      • Tool
      • Agent
      • Model
        • Model Designing Rules
        • Model Schema
      • General Specifications
      • Persistent Storage
      • Reverse Invocation of the Dify Service
        • App
        • Model
        • Tool
        • Node
    • Best Practice
      • Develop a Slack Bot Plugin
      • Dify MCP Plugin Guide: Connect Zapier and Automate Email Delivery with Ease
    • Publish Plugins
      • Publish Plugins Automatically
      • Publish to Dify Marketplace
        • Plugin Developer Guidelines
        • Plugin Privacy Protection Guidelines
      • Publish to Your Personal GitHub Repository
      • Package the Plugin File and Publish it
      • Signing Plugins for Third-Party Signature Verification
    • FAQ
  • Development
    • Backend
      • DifySandbox
        • Contribution Guide
    • Models Integration
      • Integrate Open Source Models from Hugging Face
      • Integrate Open Source Models from Replicate
      • Integrate Local Models Deployed by Xinference
      • Integrate Local Models Deployed by OpenLLM
      • Integrate Local Models Deployed by LocalAI
      • Integrate Local Models Deployed by Ollama
      • Integrate Models on LiteLLM Proxy
      • Integrating with GPUStack for Local Model Deployment
      • Integrating AWS Bedrock Models (DeepSeek)
    • Migration
      • Migrating Community Edition to v1.0.0
  • Learn More
    • Use Cases
      • DeepSeek & Dify Integration Guide: Building AI Applications with Multi-Turn Reasoning
      • Private Deployment of Ollama + DeepSeek + Dify: Build Your Own AI Assistant
      • Build a Notion AI Assistant
      • Create a MidJourney Prompt Bot with Dify
      • Create an AI Chatbot with Business Data in Minutes
      • Integrating Dify Chatbot into Your Wix Website
      • How to connect with AWS Bedrock Knowledge Base?
      • Building the Dify Scheduler
      • Building an AI Thesis Slack Bot on Dify
    • Extended Reading
      • What is LLMOps?
      • Retrieval-Augmented Generation (RAG)
        • Hybrid Search
        • Re-ranking
        • Retrieval Modes
      • How to Use JSON Schema Output in Dify?
    • FAQ
      • Self-Host
      • LLM Configuration and Usage
      • Plugins
  • Policies
    • Open Source License
    • User Agreement
      • Terms of Service
      • Privacy Policy
      • Get Compliance Report
  • Features
    • Workflow
Powered by GitBook
On this page
  • 1. Ensure that the ComfyUI workflow is running normally.
  • 2. Prompt setting
  • 3. Export the API file of the workflow.
  • 4. Integrate ComfyUI in Dify
  • 5. Use ComfyUI in Dify
  • 6. Image input
  1. Guides
  2. Tools
  3. Tool Configuration

ComfyUI

PreviousSiliconFlow (Flux AI Supported)NextPublishing

Last updated 3 months ago

"Tools" has been fully upgraded to the "Plugins". For more details, please refer to . The content below has been archived.

: The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Now you can use it in dify, input the prompt or images, and get the generated image.

1. Ensure that the ComfyUI workflow is running normally.

Please refer to its to ensure that ComfyUI can run normally and generate images.

2. Prompt setting

If you don't need dify to pass in the prompt, you can skip this step. If your prompt node is connected to the only KSampler node in ComfyUI, you can skip this step. Otherwise, use the string {{positive_prompt}} to replace the positive prompt content, and {{negative_prompt}} to replace the negative prompt content.

3. Export the API file of the workflow.

As shown in the figure, select `Save(API Format)`, if there is no such selection, you need to enable `Dev Mode` in the settings.

4. Integrate ComfyUI in Dify

Fill in the access address in Tools > ComfyUI > Go to Authentication, if you are using a docker deployment of Dify, this address is usually http://host.docker.internal:8188.

5. Use ComfyUI in Dify

Open its Workflow tool, fill in the content in the API file you just exported in WORKFLOW JSON, and you can generate normally.

6. Image input

Some ComfyUI workflows require multiple images inputs. In dify, it will find every LoadImage node in the WORKFLOW JSON and fill in the image files input by the user in order. When you want to change this order, you can adjust it by filling in the Image node ID list. For example, if your workflow needs to input images into the 35th, 69th, and 87th nodes, then input 69,35,87 will pass the first image to the 69th node.

Install and Use Plugins
ComfyUI
official documentation