Overview
Dify is a platform by LangGenius that enables teams to develop, deploy, and manage autonomous agents, RAG pipelines, and agentic workflows at any scale. It provides everything needed—agentic workflows, RAG pipelines, integrations, and observability—all in one place. Users can visually create AI apps and workflows through drag-and-drop, and access global large language models including open-source and proprietary options. The platform also offers flexible publishing options and a Backend-as-a-Service to handle complexities.
Application scenarios
AI app development
Build production-ready AI agents and agentic workflows from sketch to live.
RAG-powered data retrieval
Get your data LLM-ready with RAG pipelines for enhanced knowledge retrieval.
Multi-LLM experimentation
Access, switch, and compare performance of different LLMs worldwide for optimal results.
Workflow automation
Create sophisticated workflows in minutes for diverse tasks and evolving needs.
System integration
Bridge your systems and platforms with native MCP integration to access external APIs.
Plugin expansion
Add capabilities to AI applications with powerful plugins.
Core features
Drag-and-drop workflow builder
Visually create AI apps and workflows that handle diverse tasks and evolving needs.
Multi-LLM support
Access, switch, and compare performance of different LLMs worldwide, including open-source and proprietary models.
RAG pipeline integration
Get your data LLM-ready with built-in RAG pipelines for improved retrieval and generation.
Native MCP integration
Bridge your systems and platforms to access external APIs seamlessly.
Tool and plugin ecosystem
Expand AI application capabilities with powerful plugins.
Flexible publishing options
Choose from various publishing methods tailored to different needs, with Backend-as-a-Service handling complexities.
Observability
Monitor and manage AI applications with built-in observability tools.
Universal MCP server publishing
Publish your AI applications as a universal MCP server.
Target users
Dify is designed for teams and developers building AI-powered applications. It suits AI engineers, data scientists, product managers, and organizations looking to deploy autonomous agents, RAG pipelines, and agentic workflows without managing complex infrastructure. The platform's drag-and-drop interface also makes it accessible to non-technical users who want to create AI apps visually.
How to use
To get started, visit the Dify website and sign up for an account. From the dashboard, you can drag and drop components to visually create AI apps and workflows. Connect your data via RAG pipelines, choose from global LLMs, and integrate with external systems using native MCP. Once built, publish your application using flexible options—Dify's Backend-as-a-Service handles the underlying complexities. The platform also has a forum where you can join discussions, share insights, and explore how others are building with Dify.
Effect review
Dify positions itself as an all-in-one platform for building production-ready AI agents and workflows, and the feature set supports that claim well. The drag-and-drop workflow builder, combined with multi-LLM support and RAG pipelines, gives developers a practical toolkit for rapid prototyping and deployment. The native MCP integration and plugin ecosystem add flexibility for connecting to external systems. While the website text doesn't include specific user feedback or awards, the platform's comprehensive feature set—from observability to Backend-as-a-Service—suggests it's a solid choice for teams looking to streamline AI application development without getting bogged down by infrastructure details.
Frequently asked questions
What is Dify?
Dify is an AI platform by LangGenius for building, deploying, and managing autonomous agents, RAG pipelines, and agentic workflows at any scale.
Who is Dify for?
Dify is designed for teams and developers who need to create and manage AI-powered applications, including agents and RAG systems, without extensive infrastructure overhead.
What are the key features of Dify?
Key features include drag-and-drop workflow building, RAG pipeline integration, autonomous agent management, scalable deployment, and monitoring tools.
Is Dify open-source?
Yes, Dify is open-source and available on GitHub, allowing customization and self-hosting.
Can Dify handle large-scale applications?
Yes, Dify is built for scalability, enabling teams to deploy and manage AI workflows at any scale effortlessly.
Launch URL
https://dify.ai/Tags
Featured recommendations
Drofy
alternativeDrofy is an AI-driven communication and logic engine developed for enhancing conversational AI and reasoning tasks. It specializes in advanced dialogue processing, logical analysis, and automated resp
Lody
alternativeLody is a platform for teams to run AI agents in parallel with safety and collaboration features, enabling efficient multi-agent workflows.
Abacus.AI
alternativeAbacus.AI is an AI platform that builds custom applied AI systems for enterprises, automating tasks like chatbots, predictive modeling, forecasting, and personalized workflows.
Factory
alternativeFactory by Factory.ai provides AI coding agents that automate development tasks like coding, testing, and deployment, helping startups and enterprises build software faster.
dltHub
alternativedltHub offers dlt, an open-source Python library for building data pipelines, plus dltHub Pro, an agentic platform to deploy, monitor, and scale them, used by thousands of developers.
Panofy
alternativePanofy's AI platform trains unlimited agents to automate workflows, accelerate research, and generate documents quickly without complex setup, delivering high-quality, LLM-powered results.
Infinity AI
alternativeInfinity AI is a minimal AI platform by an independent developer, offering powerful, easy-to-use intelligence for teams and creators with a simple UI and fast results.
Magai
alternativeAll-in-one AI platform by Magai, integrating multiple AI models for professionals. It offers seamless chat, writing, and coding assistance, serving 50,000+ users seeking efficient, unified AI access.
Related Toolkits
AI Assistant / AgentsBloom
The first AI decision agent that solves accuracy, explainability, and usability issues in complex data analysis and decision-making.
View Details
AI Assistant / AgentsCaffeine
Caffeine by Caffeine AI enables you to build apps and websites via chat on an open tech stack specialized for AI, removing traditional limits and accelerating development.
View Details
AI Assistant / AgentsChuangyi AI
An AI multi-agent collaborative creation platform that provides AI employee outsourcing services for short film and short drama creators, unleashing content production efficiency!
View Details