Building Generative AI Applications with Gradio Now Available!

Join our new short course developed in collaboration with Hugging Face, Building Generative AI Applications with Gradio!

Learn how to leverage Gradio, a Hugging Face product built to help you to transform your inference code into easy-to-use demos ready for trial on Hugging Face Spaces.

You’ll gain the practical knowledge to rapidly build interactive apps and demos to validate your project and ship faster.

Our course covers:

How to create a user-friendly app (usable for non-coders) with a few lines of code to take input text, summarize it with an open-source large language model, and display the summary.

How to build an app that allows the user to upload an image, which uses image-to-text (image captioning) to describe the uploaded image, and display both the image and the caption in the app.

How to create an interface to chat with an open-source LLM using Falcon, the best-ranking open-source LLM on the Open LLM Leaderboard.

And more!

Sign up today and start learning from Apolinário Passos, Machine Learning Art Engineer at Hugging Face!

[Andreas-ghis]

I played around with Gradio a little... It's not all bad, I guess. But the state management is very tricky and that limits what you can do with it. I had also hoped I could use the table widgets for data exploration, but the widget is also quite limited. And you can't have a background process updating things in the UI, as far as I can see.