Dify
Build an AI app in 10 minutes — drag-and-drop RAG, agents, and workflows
⚡ TL;DR
🎯 The Problem It Solves
You see demos of AI apps with rag, tools, agents, and conversations — and want to build your own without coding everything from scratch. Dify is a drag-and-drop visual builder for AI applications: create workflows, connect RAG sources, build agent conversations, all without writing code. Production-ready with API deployment.
🔧 How It Works
Dify is a Docker-deployed web app with a visual workflow builder. You drag nodes (input, LLM, knowledge, tool, output) and connect them into workflows. Built-in chat UI with the ability to create standalone chatbots, build complete applications, or create APIs. Features: visual workflow editor, RAG pipeline creation, tool integration (web search, calculators, custom APIs), agent capabilities, and multi-model support (OpenAI, Anthropic, Ollama, etc.).
🚀 Installation & Quick Start
Installation
docker run -d -p 3000:5001 -v dify:/app/api/storage langgenius/dify-apiQuick Start
- docker compose up -d (from GitHub repo)
- Open http://localhost:3000
- Register admin account
- Go to Studio → Create from Blank
✅ Pros
- •Build AI apps in 10 minutes, not 10 days
- •Zero-code visual builder
- •Production-ready with Docker
- •Strong feature set: RAG + agents + tools
- •Multi-team collaboration
❌ Cons
- •Bugs (it's complex, and some features break)
- •Can be overwhelming (many features, steep learning)
- •Self-hosting requires maintenance
💬 Practitioner Verdict
"Dify is the fastest way to go from "idea" to "working app" for AI products. It's not perfect (some features are buggy), but it saves weeks of development time."
📊 Specifications
- Language
- TypeScript/Python
- License
- Apache 2.0
- Platform
- Linux, macOS, Windows, Docker
- Kill Chain
- None
💰 Pricing Reality
Self-hosted Dify is free (Apache 2.0 with additional terms). Cloud version is $59/month for teams.