A muse is someone who inspires them to do the thing. They don't necessarily have to do anything for the other person to be inspired by them.
An example could be an artist who is inspired to paint his favourite model numerous times in different lights and conditions as they just seem to be the right fit for them.
Or the songwriter telling songs about love or heartbreak from their own perspective and history as they had that with someone.