Is this a properly done aggregate courtyard
I think they totally messed it up if the plan was to match that first picture. I've watch contractors install Chattahoochee patios, which are similar and they have to add the stone right after pouring and smoothing the slab. They might be able to do an acid wash to remove some of the concrete and give you what you paid for.