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Create a Quick Yet Elegant Demo of Your Incredible AI Application
Latest   Machine Learning

Create a Quick Yet Elegant Demo of Your Incredible AI Application

Last Updated on December 11, 2023 by Editorial Team

Author(s): Amin Kamali

Originally published on Towards AI.

Using Gradio and Hugging Face Spaces
Image generated by the author with

The previous parts of this blog series demonstrated how to build an ML application that takes a YouTube video URL as input, transcribes the video, and distills the content into a concise and coherent executive summary. This article shows how to take the final step, which involves creating a demo user interface (UI) and making the application available for anyone to work with. Before proceeding, you may want to have a look at the resulting demo or the code hosted on Hugging Face U+1F917 Spaces. Feel free to give it a try or clone it and let me know in the comments what your thoughts are.

Figure 1: A high-level view of the solution architecture — Image by the author

While this post takes the pipeline created for summarizing YouTube videos as a target use case, it can be applicable to building demos for any other applications too. Building a demo involves creating a UI (not necessarily graphical) that allows the user to effectively control and communicate with different parts of the application, and hosting this application on a platform that makes it available to the target audience.

“Gradio is the fastest way to demo your machine… Read the full blog for free on Medium.

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