Apache2 - Only home url is found
Solution 1:
You stated that the site is working but fails on a deep url so I would assume the config is ok for the moment and check the apache logs at /var/log/apache/error.log (might be /var/log/httpd/error.log)
In there there should be a more detailed error which lead you to whats wrong.