Dify is a visual LLM application builder. This section shows how to replicate two of our notebook-based applications in Dify without writing any code:
Document RAG — upload company documents to a Dify Knowledge Base, add a Knowledge Retrieval node + LLM node, and get a working Q&A app in 15 minutes.
KU Parking via MCP — connect Dify to the Cloud Run MCP endpoint using an HTTP Request node, parse the JSON-RPC response, and format the answer with an LLM node.
Step-by-step instructions are included in the respective notebook markdown sections.