TLDR: This is how you surround a regular (capturing) group in regex (). And this is how you surround a non-capturing group in regex (?:).

I had to write a regex to extract an ID from a URL. The URL could come in either of the below form

https://www.randomwebsite.com/file_64fe4cd
or
https://randomwebsite.com/file_64fe4cd

And I had to extract out only the file_64fe4cd part from it.

I started with this regex:

^https://(www\.)?randomwebsite.com/(file_\w+)$

The problem this was giving me was it was providing two captured groups. One for the (www\.)? and the other one for (file_\w+) (the one I wanted).

I wanted to treat the first group as a group (for whether it could be present) but not have it captured. That's how I got to know about non-capturing groups in regex. This is how you write a non-capturing group:

(?:<rest-of-your-group-match-here>)

So our regex now becomes

^https://(?:www\.)?randomwebsite.com/(file_\w+)$