You don't need to see them to maintain a friendship, no? One of my friends moved a couple hours away and has two kids under the age of four. We still talk regularly, both text and video calls. He comes back to the city a few times a year for work and we grab beers when he does.
We have a free Slack workspace where a few of us keep in touch and share things. It's pretty active.