This Guidance demonstrates how to deploy a generative artificial intelligence (AI) model provided by Amazon SageMaker JumpStart to create an asynchronous SageMaker endpoint with the ease of the AWS Cloud Development Kit (AWS CDK). AWS CDK pipelines will create an asynchronous Amazon SageMaker endpoint and leverage the respective model to help accelerate and simplify the development process with preconfigured components that you can use to develop your applications. This Guidance uses the Stable Diffusion foundation model (FM) as an example, however, you can replace this model with any other model available on Amazon SageMaker JumpStart.