Is the Concept of Soul Mates Biblical?

According to Plato’s book, The Symposium, soul mates are people who share a deep connection of love and appreciation. He explained that soul mates are two individuals whose souls are tied together through soul ties. Do soul mates exist as Plato and our culture define them, and are they biblical?