First time gardener advice for winter

I planted this all in spring this year and it's BLOOMING. I assumed it would be done flowering now (October 19th) and starting to die off for the winter but it's still going strong! Do I need to do anything for the winter? If not now then when first frost comes etc.?

Thanks!