# One-Shot Any Web App with Gradio's gr.HTML

DevFeed: [One-Shot Any Web App with Gradio's gr.HTML](<https://devfeed.tech/articles/one-shot-any-web-app-with-gradio-s-gr-html-7227.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/gradio-html-one-shot-apps>)

Author: yuvraj sharma; hysts; Freddy Boulton

Published: 2026-02-18T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [web applications](<https://devfeed.tech/topics/web-applications.md>), [modern web development](<https://devfeed.tech/topics/modern-web-development.md>), [HTML5 and CSS3 tricks](<https://devfeed.tech/topics/html5-and-css3-tricks.md>), [React UI animations](<https://devfeed.tech/topics/react-ui-animations.md>)

Tags: [3d](<https://devfeed.tech/tags/3d.md>), [app](<https://devfeed.tech/tags/app.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [claude](<https://devfeed.tech/tags/claude.md>), [community](<https://devfeed.tech/tags/community.md>), [css](<https://devfeed.tech/tags/css.md>), [gradio](<https://devfeed.tech/tags/gradio.md>), [html](<https://devfeed.tech/tags/html.md>), [html5](<https://devfeed.tech/tags/html5.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [object-detection](<https://devfeed.tech/tags/object-detection.md>), [python](<https://devfeed.tech/tags/python.md>), [react](<https://devfeed.tech/tags/react.md>), [spaces](<https://devfeed.tech/tags/spaces.md>), [speech](<https://devfeed.tech/tags/speech.md>), [three-js](<https://devfeed.tech/tags/three-js.md>), [transcription](<https://devfeed.tech/tags/transcription.md>), [vibe-coding](<https://devfeed.tech/tags/vibe-coding.md>)

## AI overview

The article shows how Gradio's gr.HTML can create interactive, single-file Python web apps without a separate frontend build step. Examples include timers, a kanban board, visual ML result viewers, 3D controls, and live speech transcription.

## Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.