Can someone please explain the red and blue pills?

One pill makes you larger, and one pill makes you small
And the ones that mother gives you, don't do anything at all

Go ask Alice, when she's ten feet tall

And if you go chasing rabbits, and you know you're going to fall
Tell 'em a hookah-smoking caterpillar has given you the call

And call Alice, when she was just small