Dify Review 2026
Open-source LLM app development and orchestration platform
⭐ 159k+ stars
📜 Apache-2.0
🏷️ agent
Overview
Open-source LLM app development and orchestration platform
Pros
- ✓ Visual workflow builder – build RAG and agent apps without code
- ✓ 100+ model integrations (OpenAI, Claude, Gemini, Ollama, etc.)
- ✓ Built-in knowledge base management with chunking and embedding
- ✓ Self-hostable with Docker and available as a managed cloud service
Cons
- ✗ Self-hosted setup requires Docker and moderate DevOps knowledge
- ✗ Advanced customization still requires Python code
Key Features
- 🎨Visual Workflow Builder: Drag-and-drop interface to compose RAG pipelines and multi-step agent workflows without writing code, with real-time node connections and logic flow visualization.
- 🔌100+ Model Integrations: Connect to OpenAI, Claude, Gemini, Ollama, and other LLM providers through unified API layer. Switch models mid-workflow without refactoring application logic.
- 📚Built-in Knowledge Base: Upload documents with automatic chunking and embedding. Manages vector storage and retrieval for RAG applications without external database setup.
- 🧠Agent Memory & Context: Persistent conversation history and variable management across workflow steps. Agents retain context across multiple tool invocations and reasoning chains.
- 🚀One-Click Deployment: Generate production-ready API endpoints or web apps from workflows. Deploy to Docker, cloud platforms, or self-host with built-in scaling support.
Verdict
Dify is a top-tier agent solution with 159k+ GitHub stars. Its large developer community and ongoing updates make it a recommended choice in 2026.
Frequently Asked Questions
What is Dify?
Dify is an AI tool in the agent space with 159k+ GitHub stars. Open-source LLM app development and orchestration platform.
Is Dify free?
Dify is licensed under Apache-2.0. Check official website for current details.