Langflow turns pipeline construction into a graph you can see. Components are Python underneath, so a flow that outgrows the canvas can be exported and run as code rather than rebuilt.
It is particularly good as a teaching and prototyping surface: the shape of a retrieval pipeline is much easier to explain when the retrieval step is a box with wires going into it.
Decisive facts
- Visual graph editor over Python components
- Export any flow to runnable Python
- Built-in vector store, memory, and tool components
- MCP server support for exposing flows as tools
- API endpoint generated per published flow