[Warning (!): Mod is still under development, and is not intended for a long game] This mod adds hunger and ways to produce foods and drinks. From grown foods can be obtained effect capsules.
You absolutely can, but the plants will generate only in chunks which hadn't been generated yet. You also won't get the starting food capsules, but everything else should work just fine.