For the general reason, if the lookup popup (like as performFind service work) able to filter the result from date. so, in the auto complete for lookup filed should be also able too.
add this tag in action tag before call LookupDecorator
and filter on field "fromDate", "thruDate" as default.
you can customize "fromDate" and "thruDate" field names by do follow below