Searching for Youtube or Vimeo by Keyword

The documentation on video states:

“The settings for Youtube and Vimeo videos offer the ability to search for a video by keyword, or enter the video address or ID in the settings inspector directly.”

How?

By clicking the add button or the thumbnail placeholder:

OMG! Thanks. The only two things I didn’t click.