So, you've got this amazing machine learning model you created. And you want to share it and let your colleagues and users experiment with it on the web. How do you get started? Learning Flask or Django? Great frameworks, but you might consider Gradio which is a rapid development UI framework for ML models. On this episode, we have Freddy Boulton, to introduce us all to Gradio. 
 
Links from the show 
 
<div>Freddy on Twitter: <a href="https://twitter.com/freddy_alfonso_" target="_blank" rel="noopener">@freddy_alfonso_</a> 
Gradio: <a href="https://www.gradio.app" target="_blank" rel="noopener">gradio.app</a> 
Use as API Example: <a href="https://huggingface.co/spaces/fffiloni/Music-To-Image" target="_blank" rel="noopener">huggingface.co</a> 
Components: <a href="https://www.gradio.app/docs/components" target="_blank" rel="noopener">gradio.app</a> 
Svelte: <a href="https://svelte.dev" target="_blank" rel="noopener">svelte.dev</a> 
Flutter UI/Code structure: <a href="https://docs.flutter.dev/ui/layout/tutorial" target="_blank" rel="noopener">docs.flutter.dev</a> 
XKCD Matplotlib Theme: <a href="https://matplotlib.org/stable/gallery/showcase/xkcd.html#sphx-glr-gallery-showcase-xkcd-py" target="_blank" rel="noopener">matplotlib.org</a> 
Gradio XKCD Full Theme: <a href="https://huggingface.co/spaces/gstaff/xkcd" target="_blank" rel="noopener">huggingface.co</a> 
 
PrivateGPT: <a href="https://github.com/imartinez/privateGPT" target="_blank" rel="noopener">ai.meta.com</a> 
Langchain: <a href="https://docs.langchain.com/docs/" target="_blank" rel="noopener">docs.langchain.com</a> 
pipdeptree: <a href="https://pypi.org/project/pipdeptree/" target="_blank" rel="noopener">pypi.org</a> 
Watch this episode on YouTube: <a href="https://www.youtube.com/watch?v=3hOFoLKXKYA" target="_blank" rel="noopener">youtube.com</a> 
Episode transcripts: <a href="https://talkpython.fm/episodes/transcript/430/delightful-machine-learning-apps-with-gradio" target="_blank" rel="noopener">talkpython.fm</a> 
 
--- Stay in touch with us --- 
Subscribe to us on YouTube: <a href="https://talkpython.fm/youtube" target="_blank" rel="noopener">youtube.com</a> 
Follow Talk Python on Mastodon: <a href="https://fosstodon.org/web/@talkpython" target="_blank" rel="noopener">talkpython</a> 
Follow Michael on Mastodon: <a href="https://fosstodon.org/web/@mkennedy" target="_blank" rel="noopener">mkennedy</a> </div> 
Sponsors 
<a href='https://talkpython.fm/done-with-pycharm'>PyCharm</a>
<a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a>
<a href='https://talkpython.fm/training'>Talk Python Training</a>

Podurama

Home

Trending

Personal

Your Podcasts

New Episodes

My Files

Favourite Episodes

Tags (Folders)

Recently Played

Bookmarks

Followed Playlists

#430: Delightful Machine Learning Apps with Gradio

Talk Python To Me

AI Chapters

AI Insights

Reviews