In Spanish, can "con usted" and "contigo" (with you) be used interchangeably? Does it matter?

Both phrases mean "with you", but are they both correct no matter what and can be used in any phrase?

Example: I want to eat with you.

Quiero comer con usted.
Quiero comer contigo.
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