There are interatomic bonds in liquids as well, but the bond strength is of the same magnitude as thermal energy, leading to a very dynamic environment. Look up "hydrogen bonds" in the context of water, for example.
There's a few decent books about the liquid state out there, and a few others that discuss hydrodynamics as limiting behavior of dissipative systems with large numbers of degrees of freedom.