Overview
Dify is an open-source platform for building LLM applications that provides a visual interface for creating AI workflows, RAG pipelines, and autonomous agents. It's designed to help developers quickly move from prototype to production.
Features
- Visual Workflow Builder: Drag-and-drop interface for building AI pipelines
- RAG Pipeline: Built-in retrieval-augmented generation capabilities
- Agent Framework: Support for autonomous AI agents
- Model Management: Unified interface for multiple LLM providers
- Knowledge Base: Integrated document management and vector storage
- Observability: Built-in monitoring and debugging tools
- API Generation: Automatic API creation for workflows
- Multi-Tenant: Support for multiple users and organizations
Integration
Integrates with Langfuse for enhanced observability and supports major vector databases including Qdrant, Weaviate, Pinecone, and Milvus.
Use Cases
- Rapid prototyping of LLM applications
- Building customer support chatbots
- Creating knowledge base assistants
- Developing AI agents for automation
Deployment
Can be self-hosted or used through Dify Cloud. Docker deployment available for easy setup.
Pricing
Open-source and free for self-hosting. Dify Cloud offers managed hosting with usage-based pricing.
