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
    • 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
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