Using Machine Learning to Bring Your Stories to Life (with OpenAI and Next.js)
Blog post from Upstash
This tutorial details the process of creating a custom AI-driven story generator using OpenAI's completions API, along with Upstash's QStash and Redis, integrated within a Next.js project. It guides users through setting up the necessary dependencies and environment configurations, including installing the required libraries and creating a .env.local file to store API keys and tokens. The tutorial also explains the frontend setup for inputting story prompts, utilizing a React component to handle form inputs, and employing the useInterval hook for efficient polling. The backend setup involves creating API endpoints to handle story creation, callbacks, and polling, with Redis serving as the data storage solution for generated stories. The tutorial concludes by encouraging further enhancements, such as improving the frontend design, integrating Dall-E for image generation, and connecting the output to a book printing service, highlighting the versatility and potential for expansion of the project.