When I turn on my taps on all floors of my town house the water comes out but after a short while it spits air and the flow stops altogether.

Are you on city water? How old is your unit? Do your neighbors have the same problem?
Have you had anybody in to check it out? Back to you, Tom

Where are you located? Is there a reservoir or tank on your roof or attic?