How do you go from flirtationship to relationship?

There's this guy I really like and he seems to like me too. We flirt constantly and goof around together. What do you have to do to make the jump to something more without flat out asking them out? I know we're getting closer but things are going too slow. How do I speed things up?
How do you go from flirtationship to relationship?
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