Implement API to Generate Tweets with Images Using OpenAI

Before creating the API endpoint, let's make a script ready that will accept a topic on which the user wants to generate the tweet. As discussed earlier, we will use the GPT model using OpenAI and a suitable prompt to generate the tweet. Once we have the AI generated tweet ready, we will use the Dall•E model to work with image generation. Basically, Dall•E is an AI artist! It's an image generation system developed by OpenAI that creates images from text prompts.

Generate image based on the tweet

Since we already have a function ready that generates a tweet using GPT model, we will use the same function in our script. Additionally, we will use the images module from the openai package to generate images using Dall•E. We will use dall-e-3 model for this project since it is the latest model. Let's jump into the code now.