where to buy grout for patio repairs

It's a sandy-looking grout between large colored stones (don't know the correct terminology). Appreciate any leads!

The basic stuff you can get at the big box stores. There is a masonry supply place in Orange or West Orange that has *everything* -- especially colored mortars (though at the moment the name doesn't come to me).