Add an inert gas
Another option: take a bottle of compressed inert gas that is heavier than air, e.g. Argon. After using the ingredient, release a puff of argon into the container, that will displace the air. This method is also used for preserving wine after opening.
Of course this assumes that a gas like argon won't degrade the magical ingredients.