Overview
Dify is an open-source, production-ready development and LLMOps platform that lets teams design, deploy and monitor agentic AI solutions end-to-end.
Key capabilities
- Visual agent & prompt orchestration – Low-code canvas to chain prompts, tools and plugins
- Retrieval-Augmented Generation (RAG) – Built-in vector store integration and high-quality retrieval engines
- Flexible agent framework – Create autonomous agents powered by any mainstream or self-hosted LLM
- Model & key management – Centralised management for OpenAI, Anthropic, Gemini and open-source models
- Observability & analytics – Real-time logs, cost tracking and feedback loops to improve prompts and data
- Deployment options – One-click cloud, self-hosted Docker/K8s images and a rich marketplace of templates and plugins
- Robust API – Backend-as-a-Service endpoints so developers can embed AI features into their own products without building infrastructure from scratch
Released under an AGPL v3 + MIT dual licence, Dify is maintained by LangGenius, Inc., empowering enterprises to adopt and extend generative AI securely in production.
