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⇱ Create an AI Image Prompt Builder App with Streamlit and Python | DigitalOcean


Create an AI Image Prompt Builder App with Streamlit and Python

Published on June 6, 2025

By Anish Singh Walia

Sr Technical Content Strategist and Team Lead

πŸ‘ Create an AI Image Prompt Builder App with Streamlit and Python

Introduction

AI image generation has become increasingly popular with tools like ChatGPT, Ideogram, Midjourney, and Stable Diffusion. However, creating the perfect prompt to get exactly what you want can be challenging and time-consuming. A structured prompt builder application can help users create detailed, consistent prompts by providing organized categories and options for visual elements.

In this tutorial, you will create a comprehensive AI image prompt builder application using Streamlit and Python. The application will feature two main modes: a general PromptBuilder for creating detailed visual prompts, and a specialized Meme Generator for creating meme-style images.

Users will be able to customize dozens of visual parameters, randomize settings for inspiration, and export their configurations as JSON files for use with AI image generation services. We will also be deploying the app on DigitalOcean App Platform using the DigitalOcean MCP Server.

By the end of this tutorial, you will have built a fully functional web application that generates structured prompts for AI image creation, complete with text overlay options and downloadable prompt profiles.

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About the author

πŸ‘ Anish Singh Walia
Anish Singh Walia
Author
Sr Technical Content Strategist and Team Lead
See author profile

I help Businesses scale with AI x SEO x (authentic) Content that revives traffic and keeps leads flowing | 3,000,000+ Average monthly readers on Medium | Sr Technical Writer(Team Lead) @ DigitalOcean | Ex-Cloud Consultant @ AMEX | Ex-Site Reliability Engineer(DevOps)@Nutanix

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πŸ‘ Creative Commons
This work is licensed under a Creative Commons Attribution-NonCommercial- ShareAlike 4.0 International License.
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