Yes, these are llamas. Yes, like the alpaca, they hail from the Andes mountains in Peru.
Camels are often associated with Egypt.
However, while they are Old World, they are not native to Egypt, and were brought in around Ptolmeic times.

The early mammal of transport in Egypt was the donkey.