Error in configuration page after switching to CKEditor 5

After enabling CKEditor 5 in my site, I switched the editor of text formats from CKEditor 4 to CKEditor 5. But I am facing the below error in the configuration page (/admin/config).

Error: Call to a member function getDefaultIconUrl() on null in Drupal\embed\Entity\EmbedButton->getIconUrl() (line 135 of web/modules/contrib/embed/src/Entity/EmbedButton.php).

Any help will be much appreciated.