Is it possible to feel such intimacy with somebody you've just met that feels like you knew him/her for years?

Have you ever feel that familiarity, closeness towards a person you have just met, that was like you know his/her thought, vulnerabilities, the way of thinking? Not about love we know or sex but something else entirely.