Dify.ai

Dify.ai is an end-to-end platform for building, deploying, and managing AI applications powered by large language models. It provides a visual workflow builder that lets teams design multi-step AI agents, connect tools and APIs, orchestrate prompts, and define business logic without extensive backend coding. The platform supports prompt engineering with version control, templates, and testing, enabling users to iterate on prompts and compare model outputs across providers such as OpenAI, Anthropic, and others.

Dify.ai includes retrieval-augmented generation (RAG) capabilities, allowing you to connect to data sources, index documents, and ground responses in your own knowledge base. It offers built-in user interfaces such as chatbots, forms, and widgets that can be embedded into web applications or integrated via API. Role-based access control, logging, analytics, and monitoring tools help teams track performance, usage, and quality of AI outputs.