Dify Review 2026

Overview

Open-source LLM app development and orchestration platform

Key Features

• • {'icon': '🎨', 'title': 'Visual Workflow Builder', 'desc': '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.'}
• • {'icon': '🔌', 'title': '100+ Model Integrations', 'desc': 'Connect to OpenAI, Claude, Gemini, Ollama, and other LLM providers through unified API layer. Switch models mid-workflow without refactoring application logic.'}
• • {'icon': '📚', 'title': 'Built-in Knowledge Base', 'desc': 'Upload documents with automatic chunking and embedding. Manages vector storage and retrieval for RAG applications without external database setup.'}
• • {'icon': '🧠', 'title': 'Agent Memory & Context', 'desc': 'Persistent conversation history and variable management across workflow steps. Agents retain context across multiple tool invocations and reasoning chains.'}
• • {'icon': '🚀', 'title': 'One-Click Deployment', 'desc': '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 strong open-source agent tool with 153k+ GitHub stars. Its large community and active development make it a dependable choice in 2026.