They could recruit some ex-city police.
In most jurisdictions there are defined agreements between city cops and county/sheriff/state cops in terms of who does what where. Has to do with funding, overlapping responsibility, etc.
If the city renegs on the deal then maybe the Sheriff would be able to take over policing of a city. Not sure they'd want to.
It's a thorny situation.