If all the times in the db are set to midnight, then Carl's version works.
If not, I believe this will do it:
<cfset begindate = #CreateDateTime(DatePart('yyyy', Now()), DatePart('m', Now()), DatePart('d', Now()), 0, 0, 0)#>
<cfset enddate = #CreateDateTime(DatePart('yyyy', Now())...