What is the purpose in frying vegetables before you boil them for soup, what does that do?

The recipe wants me to fry onions for a bit, then add all the others vegetables, potatoes carrots, leek, fry that for a bit, then add water and simmer, but what does all that pre frying do to the vegetables, the person in the video didnt fry any of it very long.