top off

Using a WaterFarm and its 2 gallon rez, I'd know that the rez is going to need more topping off once flowering is underway. Should I top it off with plain water or use a half strength mix of base nutes.? It seems to me that the plant wouldn't adjust too well to the pH of the tap water and would...