I'm surprised that you would even run that on a desktop with a GUI,
???
The install guide says you need docker compose and links to the docker compose install guide. The link provided for docker compose installs docker desktop. Docker Desktop is a program that shows your running Dockers and allows you to start and stop them.
But fuck me for being a simple man that Read the Fucking Manual and followed the directions provided.