Immune for the time being, probably, but probably not later.
Not true. The cells in your body that produce antibodies have memories. Natural immunity, for the most part is lifelong. It is vaccine immunity that is short-lived.
If you believe that natural immunity doesn't last long, then you certainly can't rely on a vaccine-acquired immunity to do better.