how do i improve gas milage???

my 4.3 in my sdime gets real shitty gas milage.....what are sum things 2 do, or parts 2 buy that will imporve it??? and why is my fuel pump buzzin so damn loud??? i kno its supposed 2 buzz a lil but its startin 2 get real loud