chapter ten
10 Application architecture for generative AI apps
This chapter covers
- Overview of GenAI Application Architecture and the emerging GenAI app stack
- Learning about the different layers that make up the GenAI app stack
- Defining GenAI architecture principles
- Learning about the benefits of orchestration frameworks and some of the popular ones
- Outlining model ensemble architectures – allowing us to combine different foundational models
- How to create a strategic framework for a cross-functional AI Center of Excellence
As the enterprise architecture landscape continues to evolve, it is moving inexorably toward more self-directed systems—intelligent, self-managing applications capable of learning from interactions and adapting in real time. As more digitization occurs, this fuels the AI digital transformation. This ongoing progression underscores a transformative era in enterprise technology, poised to redefine the very nature of software development and deployment.