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.
2014年12月24日
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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.