It usually means either rain or snow, but there are several other recognized forms, all of which are water in some form falling to the Earth.
By "recognized" I mean reported as independent phenomena on hourly aviation weather "METAR" reports
Beyond rain and snow, you can have ice pellets (same as sleet), hail, snow grains, snow pellets, and drizzle.