Verified project record

gradio-app/gradio

Gradio lets Python developers build interactive web applications for machine learning models and Python functions without requiring JavaScript, CSS, or web hosting experience. It provides UI components, sharing features, and client APIs for creating and distributing demos.

Project overview

Project type: Workflow · Model Runtime
Use cases: Coding & Development
Deployment: Refer to project documentation
License: Apache-2.0

Best for

Developers, AI engineers, and researchers who need to build web applications and demos for machine learning models using Python.

Key capabilities

Create a demo or web application for a machine learning model, API, or any arbitrary Python function using the gr.Interface class.
Design web apps with customizable layouts and data flows using the low-level gr.Blocks class.
Create fully working Chatbot UIs using the high-level gr.ChatInterface class.
Provides more than 30 built-in components (like Textbox, Image, HTML) designed for machine learning applications.
Generate a publicly accessible URL for your demo using built-in sharing features.
Query any Gradio app programmatically using the gradio_client (Python) or @gradio/client (JavaScript) libraries.
Build a custom frontend with backend features like queue, streaming, MCP, and ZeroGPU.
Provides a skill that enriches AI coding assistants (Cursor, Claude Code, Codex, etc.) with Gradio-specific knowledge.

Limitations and risks

The library requires Python 3.10 or higher to function.

Getting started

Install via a single pip command (pip install gradio), create a Python file using gr.Interface with demo.launch(), and execute the file to view the application in a browser.

Evidence and sources

GitHub project description: Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
README: Gradio is an open-source Python package that allows you to quickly **build** a demo or web application for your machine learning model, API, or any arbitrary Python function. You…
README: **Prerequisite**: Gradio requires [Python 3.10 or higher](https://www.python.org/downloads/). We recommend installing Gradio using `pip`, which is included by default in Python.
README: The demo below will open in a browser on [http://localhost:7860](http://localhost:7860) if running from a file. If you are running within a notebook, the demo will appear embedded…
README: Gradio offers a low-level approach for designing web apps with more customizable layouts and data flows with the `gr.Blocks` class. Blocks supports things like controlling where c…

Reviewed at: 2026-07-17T07:37:24Z