Open-source platform for developing and operating LLM applications and AI agents.

Description

Dify is an open-source LLMOps platform that simplifies the development, testing, and deployment of generative AI applications. It combines a visual interface for non-technical users with APIs for developers. Create agents, chatbots, and assistants with advanced capabilities such as RAG, tool integration, and multi-agent orchestration. It includes prompt management with versioning, A/B testing, and full observability. Dify supports multiple LLMs with easy switching between providers and offers integrated vector databases for knowledge management. It also includes data annotation and model fine-tuning. It can be self-hosted for total privacy or used via a cloud version. Ideal for teams wanting development agility while maintaining control over their data. Open source with over 30k stars on GitHub. Used by startups and enterprises to create specialized assistants, automate workflows, and develop AI products.