Laravel: Display query with 10 random rows from mysql with paginate

I want to get from database 10 random rows and then display it on paginate. One page should display only 1 row and next button should display next row etc. Also i have column that contains category id so for the first page i want to display row with cat_id = 1 for third page i want to display row that have cat_id = 3. Please tell me is it possible? I have no idea how to do it.

For now i have controller:

$rows=Row::all()->random(10)->paginate(1);

And it says that there is no paginate method :(