Growing Vegetables in an Apartment?

I love having fresh herbs and vegetables, but I will be moving out of my house this autumn and living in an apartment for a couple years. What kind of things can I grow in my new limited space? Any growing tips?
I do have some outside space for planters and whatnot.
I do have some outside space for planters and whatnot.

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