The deploy.yaml deploys a Jupyter environment with Python kernel and ezkl preinstalled, which is a popular toolkit for proving AI inferences. The deployment comes with TensorFlow and all the sample notebooks included in the ezkl repository.
For more information, see both the GitHub repo and EZKL.