You don't have to, but you can! Use a tight mesh strain, a coffee filter, or a cheesecloth to remove the vanilla bean seeds from your extract. If you do plan to refill your bottle though, I recommend just leaving the seeds. Plus, they add even more flavor to whatever you're using the extract in.