diff --git a/docs/rolereference.rst b/docs/rolereference.rst
index d6e99de6cf3c25b15b0f8e2cea4aa6b0190b454c..3fe7ddcd9e804ff2b6b3fff372ad81a2fe9540fe 100644
--- a/docs/rolereference.rst
+++ b/docs/rolereference.rst
@@ -272,9 +272,9 @@ The role implements the following:
   upgrades on daily basis. Mails are delivered to local ``root`` account, and
   can be redirected elsewhere via aliases. If using ``mail_forwarder`` or
   ``mail_server`` roles on the same server, aliases can be set-up through them.
-* Sets-up system for performing checks on pip requirements files. Only
-  Python 3 is supported. Roles that want their requirements files
-  checked should create a sub-directory inside of
+* Sets-up system for performing checks on pip requirements
+  files. Roles that want their requirements files checked should
+  create a sub-directory inside of
   ``/etc/pip_check_requirements_upgrades``, and place ``.txt`` and
   ``.in`` files inside (with same base name). The ``.txt`` files
   should be standard requirements files with fixed versions (the ones
@@ -417,11 +417,11 @@ Parameters
 
 **pip_check_requirements_in** (list, optional, ``[pip, pip-tools, setuptools, wheel]``)
   List of Python package requirements inputs to use for checking for
-  package upgrades for the Python 3 virtual environment used to run
+  package upgrades for the Python virtual environment used to run
   the check itself.
 
 **pip_check_requirements** (list, optional, ``see below``)
-  List of Python package requirements to install in Python 3 virtual
+  List of Python package requirements to install in Python virtual
   environment in order to be able to run the ``pip-tools``
   applications as part of pip requirements upgrade checks. This list
   needs to be updated from time to time as the new releases of