Search and Replace with RegEx components in Atom editor

Question

If you Cmd-F and open the search pane, there is a ".*" button at the right side. Click it and now it's regex mode.

I find

(http.*)\{\.uri\}

and replace to

[$1]($1)

Juste to update @speedogoo's answer for future readers, if you do not find the regex mode in the search view, it looks like this:

You can also open it with the shortcut Ctrl+Alt+/ (default).

---

Note that even ^ and $ are already supported by Atom's find-and-replace.