Applicability of multiple registration

hi all,

we having a training institute in karnataka, now we want expand our training facility in kerala,
whether we have to take multiple gst registration,
if we have make all the transactions from from karnataka, what we have to take registration in this case also

thanking you,

anything additional details please inform me