Part I: Defining generative ideation
Ideation refers to creating new ideas through intuitive thinking, brainstorming, and other imaginative methods.
Generative ideation leverages Generative AI to create content such as text, text-to-image, image-to-text, and image-to-image artifacts.
Automated generative ideation takes generative ideation a step further and suppresses the need for human-designed prompts. The goal of this chapter is to show how to build such tools.
Let’s define an automated ideation architecture.
Automated ideation architecture
Figure 20.1 shows the framework implemented in this chapter:
Figure 20.1: Generative AI ideation framework
In this chapter, we will cover the four-step development process of automated generative ideation:
- No prompt
Automated features, such as Python code, will automate document retrieval, parsing, and search in a now classical Generative AI Retrieval Augmented Generation (RAG) process.
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