Try setting the appendTo option to "#copy_dialog"
:
$(/** autocomplete-selector **/)
.autocomplete("option", "appendTo", "#copy_dialog");
This option specifies which element the autocomplete menu is appended to. By appending the menu to the dialog, the menu should inherit the correct z-index.