They have that: Google Desktop. If I recall correctly, it even lets you do it from your other machines. Admittedly, it's been a while since I've used it, so I might be wrong there.

(Methinks that it would be vastly improved if they got simply got rid of the big clunky desktop widget engine. Possibly even got rid of the search box and just let you use a web view -- as you described above.)