gradio-app/gradio

Health v2 · maintenance only

Adoption not part of the score

43425 stars · 3582 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Gradio is an open-source Python library for quickly building web-based demos and UIs for machine learning models, APIs, or arbitrary Python functions. It requires no JavaScript or web hosting knowledge and includes built-in sharing to publish demos via a public link in seconds.

Use cases

• create a web demo for a machine learning model
• build a UI around a Python function without writing frontend code
• share an interactive ML prototype with a link
• demo a Hugging Face model in a browser
• build quick data science dashboards in Python
• wrap an API in a simple web interface

When to choose

• you want a fast ML model demo with minimal code
• you work in Python and need a web UI without frontend skills
• you need shareable demos for notebooks or prototypes
• you want tight integration with the Hugging Face ecosystem

When to avoid

• you need a fully custom production web application
• you require fine-grained control over frontend design and routing
• you are building a large multi-page web app with complex state
• you need a non-Python backend stack

Facets

library · maturity stable

ui-components web-framework data-visualization frontend-framework machine-learning data-science web-development deep-learning artificial-intelligence python cross-platform ml-demos web-ui hugging-face prototyping notebooks model-deployment web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="gradio-app/gradio")