diff --git a/setup.cfg b/setup.cfg
index b1bc001f80b..f60117ccdbb 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -5,6 +5,7 @@ post-install = setup/redhat/postinstall.sh
 requires =
   babel
   libxslt-python
+  pychart
   pyparsing
   python-dateutil
   python-decorator
@@ -30,14 +31,7 @@ requires =
   pytz
 
 # -------------------------------------------------------------------
-# CentOS 7 notes
+# RedHat 7 notes
 # -------------------------------------------------------------------
-#
-# These libraries can be installed as system packages thanks to the
-# Fedora EPEL repo (https://fedoraproject.org/wiki/EPEL):
-# rpm -ivh http://dl.fedoraproject.org/pub/epel/7/x86_64/e/epel-release-7-2.noarch.rpm
-# yum update -y && yum upgrade -y
-#
-# Unfortunately, all the needed packages are not yet ported to EPEL7. You can install them with pip:
-# yum install python-pip gcc python-devel -y
-# pip install pydot pyPdf vatnumber xlwt http://download.gna.org/pychart/PyChart-1.39.tar.gz
+# Most of the Odoo dependencies are available on the EPEL repository.
+# yum install epel-release
\ No newline at end of file
diff --git a/setup/package.py b/setup/package.py
index ec95448bcf6..f803c688676 100755
--- a/setup/package.py
+++ b/setup/package.py
@@ -327,8 +327,6 @@ def test_rpm(o):
         # Dependencies
         centos7.system('yum install -d 0 -e 0 epel-release -y')
         centos7.system('yum update -d 0 -e 0 -y')
-        centos7.system('yum install -d 0 -e 0 python-pip gcc python-devel -y')
-        centos7.system('pip install pydot pyPdf vatnumber xlwt http://download.gna.org/pychart/PyChart-1.39.tar.gz')
         # Manual install/start of postgres
         centos7.system('yum install -d 0 -e 0 postgresql postgresql-server postgresql-libs postgresql-contrib postgresql-devel -y')
         centos7.system('mkdir -p /var/lib/postgres/data')
diff --git a/setup/redhat/postinstall.sh b/setup/redhat/postinstall.sh
index d12621bf8a0..ccc8fd63ebe 100644
--- a/setup/redhat/postinstall.sh
+++ b/setup/redhat/postinstall.sh
@@ -54,3 +54,4 @@ ExecStart=/usr/bin/odoo.py --config=/etc/odoo/openerp-server.conf
 [Install]
 WantedBy=multi-user.target
 EOF
+easy_install pyPdf vatnumber pydot