Once you have done initial setup and have all your media alread indexed, you can configure Plex to run offline.
If you select your player device/app carefully (which means use only those which support selecting a server by its IP address), you can manage withour internet connection.
But multi-user capability is not available offline.
see How can I use Plex without an internet connection for a week or three?
