Dify
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  • 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
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  • Guides
    • Model
      • Add New Provider
      • Predefined Model Integration
      • Custom Model Integration
      • Interfaces
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      • 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
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        • Iteration
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        • HTTP Request
        • Agent
        • Tools
        • Loop
      • Shortcut Key
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      • 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
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On this page
  • 1. Installing the Dify Plugin Development Scaffolding Tool
  • 2. Initialize Python Environment
  • 3. Develop plugins
  1. Plugins
  2. Quick Start
  3. Develop Plugins

Initialize Development Tools

PreviousDevelop PluginsNextTool Plugin

Last updated 3 months ago

Before start to develop Dify plugins please prepare the following prerequisites:

  • Dify plugin scaffolding tool

  • Python environment, version ≥ 3.12

The Dify plugin development scaffolding tool, also known as dify-plugin-daemon, can be regarded as a plugin development SDK.

1. Installing the Dify Plugin Development Scaffolding Tool

Visit the and select and download the version suitable for your operating system.

Using macOS with M-series chips as an example: Download the dify-plugin-darwin-arm64 file from the project address mentioned above. Then, in the terminal, navigate to the file's location and grant it execution permissions:

chmod +x dify-plugin-darwin-arm64

Run the following command to verify successful installation.

./dify-plugin-darwin-arm64 version

If the system shows an "Apple cannot verify" error, go to Settings → Privacy & Security → Security, and click the "Open Anyway" button.

After running the command, the installation is successful, if the terminal returns version information like v0.0.1-beta.15.

Tips:

If you want to use the dify command globally in your system to run the scaffolding tool, it's recommended to rename the binary file to dify and copy it to the /usr/local/bin system path.

After configuration, entering the dify version command in the terminal will output the version number.

2. Initialize Python Environment

3. Develop plugins

Please refer to the following content for examples of different types of plugin development.

For detailed instructions, please refer to the tutorial. Python version 3.12 or higher is required.

Python installation
Tool Plugin
Model Plugin
Agent Strategy Plugin
Extension Plugin
Bundle
Dify plugin GitHub page