Do not use regexp:
Here is why you should not think at regex in the first place when dealing with HTML or XML (or URLs).
If you wish to use regex anyway,
You can find several pattern that do the job, and several way to fetch the strings you wish to find.
These patterns do the job:
r'\(a href="(.*?)"\)'
r'\(a href="(.*)"\)'
r'\(a href="(+*)"\)'
1. re.findall()
re.findall(pattern, string, flags=0)
Return all non-overlapping matches of pattern in string, as a list of
strings. The string is scanned left-to-right, and matches are returned
in the order found. If one or more groups are present in the pattern,
return a list of groups; this will be a list of tuples if the pattern
has more than one group. Empty matches are included in the result
unless they touch the beginning of another match.
import re
st = 'blahblahblah (a href="example.com") another bla <a href="polymer.edu">'
re.findall(r'\(a href="(+*)"\)',s)
2. re.search()
re.search(pattern, string, flags=0)
Scan through string looking for a location where the regular
expression pattern produces a match, and return a corresponding
MatchObject instance.
Then, go with re.group() through groups. For instance, using regex r'\(a href="(.+?(.).+?)"\)', that is also working here, you have several enclosed groups: group 0 is a match to the whole pattern, group 1 is a match to the first enclosed sub-pattern surrounded with parenthesis, (.+?(.).+?)
You would use search when looking for first occurence of pattern only. And with your example this would be
>>> st = 'blahblahblah (a href="example.com") another bla (a href="polymer.edu")'
>>> m=re.search(r'\(a href="(.+?(.).+?)"\)', st)
>>> m.group(1)
'example.com'