Swipe to the left on the stored items. This will reveal a "delete" control on the right. Or enable "Private Playback" to not have any URLs stored at all.
VideoLAN
Felix Paul Kühne
Medic. VLC developer for appleOS since before you were born.
Blog: https://www.feepk.net