It could mean either. All that is for certain is that you will get food (from a shop, restaurant, someone's home, etc.), but you don't know what you will do with it. From context you would know.

Dear Pelin Get food means " To provide " food and also it must be used with " Some " preferably and say " let's get some food. It's not related to eating.