I think they would have carved some of the temple out of the rock face behind it and also built most of it them selves using slaves, especially the inside. On the inside they would've had to do a lot of small carvings with lots of detail. It would have been extremely difficult to construct the round columns and polish them to make them smooth.

How it was built