Dify

What is Dify?

Dify is an open-source platform designed for developing, deploying, and managing LLM applications at scale. It provides developers and teams with tools to build autonomous agents, retrieval-augmented generation (RAG) pipelines, and other AI-powered workflows without extensive infrastructure complexity. The platform serves AI engineers, product teams, and organizations seeking to integrate large language models into their applications. Dify offers a comprehensive environment that handles application development, deployment, and operational management in one place, reducing the need for multiple specialized tools. Key capabilities include visual workflow builders for creating agentic systems, integration options for connecting to various data sources and APIs, and management features for monitoring and maintaining deployed applications. The platform supports both prompt engineering and full application development workflows. As an open-source project, Dify can be self-hosted, giving organizations control over their infrastructure and data. This approach appeals to teams with specific security, privacy, or customization requirements. The platform is designed to accommodate teams of varying sizes, from individual developers to larger enterprises managing multiple concurrent projects. Dify sits within the AI infrastructure and MLOps category, positioning itself as a practical tool for translating LLM capabilities into production-ready applications rather than a research or experimentation-focused platform.