How to Deploy a ChatGPT-powered Python FastAPI Microservice to AWS App Runner

From a prompt to a deployed application in 5 minutes

Image created by the author using Midjourney

In this post, we’ll build a sentiment analysis application using ChatGPT and FastAPI, and deploy it to AWS using App Runner. We’ll use ChatGPT to generate and document the application code and write tests. Let’s get started!