Welcome to the forum. 
As LightningYu said, it’s not greed, more on the technical side as the expansions add things that simply don’t exist in the base game.
That said there is a way you can play together if you don’t want to get the expansions atm - they are on sale currently on Steam btw. Have a look at this thread.
That should solve the problem for you. Enjoy!