Kill Bill is a martial arts epic with great dialogue, a cornucopia of references, and that signature Tarantino flair for violence and a deep passionate love for cinema as a medium. This film, to me, acts as the perfect fusion of samurai movies, spaghetti westerns, and Hollywood spectacle. The Showdown at The House of Blue Leaves, where The Bride must face-off against O-Ren Ishii and the Crazy 88, is a masterclass in how to create an action scene, and the rest of the action in the movie has a level of quality only slightly below that.
Do yourself a favor; if you truly love movies, go see Kill Bill, because you will almost certainly love it too.