Adobe Forums - Compact database
www.adobeforums.com/cgi-bin/webx/.3bc39c07/0
From the page
Saved with the link. Notes from 2007 to 2016 are mostly the page's own words, so this is probably an excerpt.
Lightroom uses SQLite as a database. You could use the sqlite database browser to compact it.