← back to the directory
Library / SDK Apps & UIs

Gradio

1Build 2web 3UIs 4for 5ML 6models

the six Ws · specification

W1 Who

Maintained by Gradio, part of Hugging Face.

W2 What

A Python library for quickly building shareable web interfaces and demos for ML models.

W3 Where

A Python library launching a local web server; also deployable and embeddable.

W4 When

Reach for it when wrapping a model or function in an interactive UI.

W5 Why

Turns Python functions into web apps in a few lines, ideal for demos.

W6 With

Python; optional model dependencies depending on what your app wraps.

W7 Watch

Built by Gradio/Hugging Face; open-source (Apache-2.0); runs locally and hosts on Hugging Face Spaces.

alternatives

UIMLDemoPython

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.