It's not a problem caused by brexit; it's just a problem made less severe by zero-trade barriers with the countries you're importing food from.

The UK is one of the most import-dependent nations in europe, and the world; it's easy to give good reasons to suppose had the UK been in the EU it would have seen below-average inflation.