Add the whole milk, chocolate chips, heavy cream, sugar, and cocoa powder to a large slow cooker and whisk vigorously until the cocoa powder is completely dissolved (about 1-2 minutes).
Cover and cook on low for 2 hours. After cook time, uncover and add the vanilla extract and whisk again until everything is smooth. Serve!