Combine chocolate chips, milk, cream, and vanilla in a slow cooker. Cover and cook on Low, stirring every 30 minutes, until chocolate is melted and ingredients are combined, about 3 hours total.
Turn slow cooker to Warm.
Serve hot chocolate in glasses topped with whipped cream and a pinch of pumpkin pie spice.