The Buddha did say that peace comes from within, and that we should not seek it without. He taught that the only way to find true peace is to develop inner peace through our own efforts. This means cultivating positive qualities such as compassion, wisdom, and understanding. Only then can we truly be at peace with ourselves and the world around us.