Will adding an inhibitor increase or decrease the rate of a reaction?
By definition, inhibitors slow down chemical reactions. So if you were to add an inhibitor to a reaction, you would cause the rate of reaction to decrease.
The opposite idea of inhibitors are enzymes. These speed up chemical reactions, thus increasing the reaction rate.
I hope that helps!