There are several different materials to use with flagstone:
ground cover such as dymondia or creeping thyme,
pebbles, grout or decoosed granite (DG).
Photo by Doug Kalal, taken at a client's garden in Normal Heights
Here is the blog of Doug Kalal from Great Gardens Landscape Design. Use the search box to find lots of great ideas for your landscape.