Dify.AI

Dify.AI is an open-source LLMOps platform for building and operating generative AI applications. The platform provides agent workflows, RAG pipelines, integrations, and observability, helping users quickly build production-ready AI applications.

Key Features

• Agent workflows: Build production-ready AI agents with support for complex workflow design
• RAG pipelines: Enhance AI applications with RAG pipelines, supporting knowledge bases, document upload, and external knowledge APIs
• Integrations: Native MCP integration to connect systems and platforms, and publish as a universal MCP server
• App types: Supports Chatbot, Text Generator, Agent, Chatflow, Workflow, and other application types
• Model support: Works with leading global LLMs including OpenAI, Anthropic, Llama2, Azure OpenAI, Hugging Face, and Replicate
• LLM API load balancing: Improves availability and performance with load balancing across LLM APIs
• Local models: Supports local model deployment
• Model vendor management: Manage multiple model providers
• Knowledge base (RAG): Batch document upload, knowledge base sources, custom knowledge pipeline templates, chunking, and external knowledge APIs
• App deployment: Publish as web apps and APIs
• App monitoring and feedback: Runtime data analytics, app log history, and standard/advanced (Langsmith/Langfuse...) observability
• Workspace management: WebApp branding customization and role management

Use Cases Enterprises can build company-wide AI applications and distribute AI capabilities across multiple departments. Startups can validate AI ideas quickly and reach market fast. Development teams can build, deploy, and scale AI applications, turning bold ideas into reality. In education, students and educators can use the platform free for learning and teaching.

Unique Advantages Dify.AI is an open-source LLMOps platform with 118.7k GitHub stars, 5M+ downloads, and 800+ contributors. Its free Sandbox plan includes a trial with 200 free OpenAI calls on signup, no credit card required. The platform offers both cloud and self-hosted versions to fit different needs. It supports multiple app types, including Chatbot, Text Generator, Agent, Chatflow, and Workflow, along with RAG pipelines, integrations, and full observability without heavy lifting. It works with leading global LLMs including OpenAI, Anthropic, and Llama2, and provides enterprise-grade security with SOC Type II reports. App versioning, runtime data analytics, and app log history are built in. Community support, priority email support, and priority chat support (Slack) are available, and students and educators use it free. Trusted by industry leaders from biomedicine to automotive, Dify provides reliable solutions.