Combine the first 14 ingredients in your slow cooker. Cover and cook on the low setting 5 hours. Stir in the rice, cilantro or parsley, and coconut milk. Cover and cook 10 minutes more. Season the soup with salt and serve.
Note: This recipe is designed for an oval-shaped slow cooker with a 5 litre or more capacity.