In a large skillet over medium heat, cook onions in olive oil until they become caramelized to golden brown, about 20 minutes. Remove from heat and let cool.

Combine sour cream, Greek yogurt, Worcestershire sauce, garlic powder, fresh chives, and caramelized onions. Season with salt and pepper to taste. Cover and refrigerate the dip for at least 2 hours before serving.