This is a simple request, but the official docs are out of date.

1. Create a file: $SPLUNK_HOME/etc/apps/search/local/ui-prefs.conf
2. Create a search stanza like this:

[search]  
dispatch.earliest_time = -7d@d  
dispatch.latest_time = now

Restart Splunk and you’re good to go!