how to remove shop in the url

how to remove shop in the url

my website looks like this website.com/shop/shoes/myproduct and I have
lots of products so the end url changes.
How do I remove the shop part What do I edit my .htaccess to?
current htaccess
# BEGIN WordPress
<IfModule mod_rewrite.c>
RewriteEngine On
RewriteBase /
RewriteRule ^index\.php$ - [L]
RewriteCond %{REQUEST_FILENAME} !-f
RewriteCond %{REQUEST_FILENAME} !-d
RewriteRule . /index.php [L]
</IfModule>
# END WordPress