No. That's your body winding down and preparing for sleep.
If the line is a gentle downward slope, it’s just your body naturally telling you it is ready to go to bed. If it’s a sharp drop, it may be a reaction to a previous spike. Either way, there’s no need to eat, your body will generate any energy it needs from your stores.