Create a Quick Yet Elegant Demo of Your Incredible AI Application

Author(s): Amin Kamali

Originally published on Towards AI.

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

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.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI