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    Home»Artificial Intelligence»How I Built My First AI-Powered Web App in 20 Minutes | by Claudia Ng | Feb, 2025
    Artificial Intelligence

    How I Built My First AI-Powered Web App in 20 Minutes | by Claudia Ng | Feb, 2025

    Editor Times FeaturedBy Editor Times FeaturedFebruary 1, 2025No Comments1 Min Read
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    A newbie’s information to constructing your AI-driven internet utility with out front-end growth abilities.

    Towards Data Science

    Snapshot of my deployed AI-powered Python suggestions generator (picture by creator)

    After six years in information science, I spent a variety of time coding and constructing ML fashions for work. However when it got here to my private portfolio, I hesitated to start out constructing it.

    I assumed I’d wanted superior front-end abilities to create something spectacular. However then I found how accessible it’s to construct interactive internet functions at this time, particularly with instruments like ChatGPT’s API, Gradio and Streamlit.

    With simply primary Python information and minimal software program engineering abilities, anybody can create one thing impactful — how thrilling!

    On this tutorial, I’ll present you ways I constructed an AI-powered Python suggestions generator with simply:

    • 5 blocks of code and
    • $0.01 in API prices,
    • all in 20 minutes!

    I then refined the app additional with immediate engineering to deploy it as an online app. You’ll be able to try the ultimate product here.

    Let’s dive in and begin constructing!

    • Create a New Digital Atmosphere and Set up Required Libraries: Use…



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