Combine the first 6 ingredients in a medium heavy-duty saucepan over medium heat; bring to a simmer, stirring constantly with a whisk. Cook 2 minutes or until smooth, stirring constantly.
Remove from heat.
Add chopped chocolate and vanilla, stirring until chocolate melts.