OS X using lots of memory for no apparent reason
There's nothing to solve here. You should learn about memory management. The OS will keep as much in memory as much it can even seemingly outdated data that might be needed again (think of undo actions, reopened browser tabs, etc.)

However, if really needed to free up some memory, you can use the purge command in a terminal window.