Dify is an open-source platform for building production-ready AI agents. It combines agentic workflows, RAG pipelines, integrations, and observability in one place, enabling teams to go from sketch to live quickly.
Key Features
- Agentic Workflows: Drag-and-drop builder for complex LLM application logic.
- RAG Pipelines: Turn your data into LLM-ready knowledge bases.
- Universal LLM Support: Amplify with any global large language model, including local ones via Ollama.
- Native MCP Integration: Bridge your systems and platforms, or publish your app as a universal MCP server.
- Extensible Tools & Plugins: Enhance capabilities with tools and a marketplace for plugins.
- Enterprise Infrastructure: Scalable, stable, and secure foundation with full observability.
Use Cases
- Enterprise Q&A bots serving 19,000+ employees across departments.
- Rapid AI application prototyping and validation for startups.
- Automated parallel prompt processing for marketing copy generation.
Who It’s For
- Developers and data scientists building AI agents.
- Ambitious teams in startups and large enterprises.
- 10K+ teams across 60+ industries in 150+ countries, from biomedicine to automotive.
Key Benefits
- Open-source with active community and 140k GitHub stars
- Drag-and-drop visual workflow builder for rapid development
- Supports any large language model and tool integration
- Enterprise-grade security, scalability, and observability