The best peach pie starts with plenty of fresh peaches. Although peaches are sweet on their own, you'll probably want to add a little sugar. This draws out some of the natural juices from the fruit. To thicken this filling, many recipes use cornstarch. I like to use quick cooking tapioca. It thickens nicely with a lovely translucent quality.