Ghost is correct... the part of the cannabis plant that you smoke (or should be smoking for that matter) is the flower.

...how sweet would it be to cross breed a cannabis plant with some kind of fruiting plant... tomato? Eat some Ganjamatos and get hiiiigghh as fuck!

damn... that was a Simpsons episode wasn't it? Tomacco, that's right.