Using ChatGPT to build base for streamlit apps

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I wanted to share one of my favorite ways of using ChatGPT right now. GPT-4 is great at producing a basic Streamlit app which I can then expand on. It saves a ton of time. Generally what I’ll do is give it a brief idea of what I want to build and ask it to brainstorm good features for that app, and then I give it a prompt like this:

“Build a python3 Streamlit app that serves as the base for this program – you can write stub functions for anything complicated and I will implement it later, for now just return fake data or responses as needed; focus mainly on the core features and structure of the code”

It only takes a minute from basic idea to a shell app I can run and start enhancing right away.

Here are some examples

Quick data exploration app - Data Exploration Streamlit App

A more involved back and forth on building a News Dashboard app - News Dashboard Features

Anyone doing anything similar?

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No quite what I do, but that’s a pretty nice assistant you have going there.

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Thanks for the prompt, though in my opinion this is just good for understanding the project structure, chatGPT sometimes overestimates the capabilites of StreamLit haha

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