Is there anyway to do this? I've looked in the google-api-php-client library but it's not there yet. Is there any other way or am I out of luck?
The search API is only enabled for Python Java and Go, as Mario pointed out.
I would look into the modules documentation and try to separate your logic. Your search API can be the only module that isn't in PHP. There is no other solution for your problem unfortunately.