Part III: Automated generative ideation with Stable Diffusion

This section demonstrates how to automate the process of instructing a Large Language Model to generate prompts automatically without human intervention, as shown in Figure 20.11. We will illustrate the process with the example of a small business that doesn’t have marketing resources but would like to generate images for posters.

Figure 20.11: A fully automated Generative AI ideation process

Figure 20.11 shows the fully automated process:

1. No prompt: The prompt will not be interactive. The program will create the prompt automatically. As such, AF1 is the function that takes the output of the automated instruction and sends it to an LLM as input to generate prompts automatically.
2. Generative AI (prompt generation): ChatGPT, GPT-4, will generate text-to-image prompts automatically. The AF2 function will automatically chain GPT-4 to Stable Diffusion without human intervention.
3. Generative...