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Medium Agents · 1 min read

Dify 0.7: visual agentic workflows with integrated RAG and 10+ LLMs

In one sentence Dify 0.7 brings a no-code/low-code visual builder for complex agentic workflows, integrated RAG with document parsing, support for 10+ LLM providers, and self-hostable deployment on Docker.

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Dify is a platform that lets you build LLM-based applications and AI agents without writing code, using a drag-and-drop visual interface. Version 0.7 shifts focus to agentic workflows: you can connect LLM nodes, tools, conditions, and knowledge bases into complex flows.

RAG (Retrieval Augmented Generation) is integrated directly: you upload documents, Dify indexes them automatically, and your agent consults them when responding. No need to manually integrate vector databases and embeddings.

The platform is self-hostable via Docker, making it appealing for companies that don't want to send data to external cloud services.

Companies

Dify.AI

Tools

Dify, RAG, LLM

Tags

DifyNo-CodeWorkflowRAGSelf-HostedVisual Builder

Sources