Show only specific posts

I see parameter to exclude posts, but cannot see one to include posts.
I basically want to show posts from one category with matching tags.

I was able to create function to do it (using hide_posts attribute), but I need to be able to add this as shortcode inside page content, so custom function in template does not work in this case.