I Finally Built My First AI App (And It Wasn’t What I Expected)

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A beginner-friendly walkthrough of building an AI-powered article summarizer using Python and the OpenAI API. Covers installing the openai package, securely storing API keys as environment variables, making your first chat completions API call, parsing the response object, handling rate limit and billing errors, accepting user input interactively, and chunking long articles to stay within token limits. The result is a working CLI tool that summarizes any pasted text.

14m read timeFrom towardsdatascience.com
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Table of contents
What Are We Building — and Why It Actually MattersInstalling the OpenAI Package (And Making Sure Nothing Breaks)Setting Up Your API Key (Without Accidentally Leaking It)Making Your First API Call (This Is the Magic Moment)It Worked… After a Small (Very Real) Reality CheckNow… What Does response Actually Look Like?Making It Interactive (Your TL;DR App, Finally!)Polishing the App for Longer ArticlesFrom Idea to Real AI App

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