Technically, it is ambiguous but practically, the first meaning is the only one that will be understood unless the context strongly suggest otherwise (eg. J’ai à boire ça ?)

To express the "to be obliged to" meaning, we would say:

Je dois boire.

Il faut que je boive.

Il me faut boire.