Dify
LLM app development platform — workflow orchestration, RAG pipelines, self-hostable agents
An LLM application development platform covering workflow orchestration, RAG pipelines, and agent building; the open-source edition is self-hostable.
Frameworks and platforms for building autonomous AI agents and LLM apps.
Key features
- Visual canvas for building and testing AI workflows
- Prompt IDE to craft prompts and compare model performance
- RAG pipeline from document ingestion to retrieval
- Autonomous agents with tools, MCP servers, and marketplace skills
- LLMOps monitoring and Backend-as-a-Service APIs included
Good for
- Teams shipping production LLM apps from prototype fast
- Builders needing no-code agent workflows with RAG
Stack & tags
llm-app-platformworkflow-builderragai-agentsprompt-idellmopsself-hosted
Quick start
cd dify/docker
cp .env.example .env
docker compose up -dFrom the project README on GitHub.
Screenshots
Screenshots from the project’s GitHub README.
Our in-depth review
We covered Dify in detail: Dify Review 2026: The Open-Source LLM App Platform, Honestly Assessed
Similar open-source projects
superpowers
★ 294,114An agentic skills framework & software development methodology that works.
skills
★ 274,171Skills for Real Engineers. Straight from my .agents directory.