@MattH
Yeah @DavecUK has already added helpful comments but it does sound like the vacuum breaker.
I’ve not had any issues with the Mini which is now 2 years old but I’ve had breakers go within 12 months on other machines.
Did you get it from Bella Barista? I think they have a 2 year warranty on their machines, or used to at least.
Either way, should be a cheap and easy fix.