Dify

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