Vacuum noise in throttle area
 

So this is whats happening.

A vacuum noise is coming from the throttle area.
when i remove the dip stick and oil cap the noise goes away.
when i put back the stick and the cap the noise comes back.

what needs to be replaced , and is it hard to do??

Thank you.