Yes, Premiere Assistant processes some tasks on the server to ensure faster performance. An internet connection is required to communicate with the server.
Before starting Premiere Assistant, make sure you're on a stable internet connection. An upload speed of at least 200Mbps is recommended.
You can test your speed at here: https://fast.com/