Dify provides a collaborative workspace to build RAG pipelines and agentic workflows. The platform supports diverse AI models and tool integrations. Teams can deploy via cloud, VPC, or self-hosting to bypass rebuilding their stack during production. This streamlines the transition from prototype to live environment for LLM developers and enterprise teams.