In this session, we'll cover how data managers and engineers can work with ArcGIS Knowledge graphs primarily using the ArcGIS API for Python to build and keep your knowledge graphs up to date. We'll demonstrate how to use the latest functionality to build Python notebooks that help automate your ETL pipelines using data from sources such as enterprise geodatabases, feature services, local file folders, and other web APIs.