diff --git a/python-adal.spec b/python-adal.spec
index 1f2113c..4095696 100644
--- a/python-adal.spec
+++ b/python-adal.spec
@@ -8,10 +8,14 @@ authenticate to AAD in order to access AAD protected web resources.
 %global _with_python3 1
 # httpretty library is not available for Python 3 in EL
 %global _with_py3_tests 0%{?fedora}
+# Sphinx version provided by EL is missing the imgmath extension
+%global _with_doc 0%{?fedora}
+%global pydoc_prefix %{?rhel:python}%{?fedora:python%{python3_pkgversion}}
+%global sphinxbuild sphinx-build%{?fedora:-%{python3_version}}
 
 Name:           python-%{srcname}
 Version:        1.2.0
-Release:        1%{?dist}
+Release:        2%{?dist}
 Summary:        ADAL for Python
 
 License:        MIT
@@ -45,6 +49,9 @@ BuildRequires:  python%{python3_pkgversion}-requests
 BuildRequires:  python%{python3_pkgversion}-pytest
 %endif
 %endif
+%if 0%{?_with_doc}
+BuildRequires:  %{pydoc_prefix}-sphinx
+%endif
 BuildArch:      noarch
 
 %description
@@ -79,6 +86,15 @@ Requires:       python%{python3_pkgversion}-requests
 %endif
 
 
+%if 0%{?_with_doc}
+%package doc
+Summary:        Documentation for %{name}
+
+%description doc
+This package provides documentation for %{name}.
+%endif
+
+
 %prep
 %autosetup -p0 -n azure-activedirectory-library-for-python-%{version}
 
@@ -91,6 +107,11 @@ Requires:       python%{python3_pkgversion}-requests
 %py3_build
 %endif
 
+%if 0%{?_with_doc}
+%make_build -C docs/ html SPHINXBUILD=%{sphinxbuild}
+rm docs/build/html/{.buildinfo,.nojekyll}
+%endif
+
 
 %install
 %if 0%{?_with_python2}
@@ -114,7 +135,8 @@ py.test-%{python3_version}
 %files -n python2-%{srcname}
 %doc README.md
 %license LICENSE
-%{python2_sitelib}/*
+%{python2_sitelib}/%{srcname}/
+%{python2_sitelib}/%{srcname}-*.egg-info/
 %endif
 
 
@@ -122,11 +144,22 @@ py.test-%{python3_version}
 %files -n python%{python3_pkgversion}-%{srcname}
 %doc README.md
 %license LICENSE
-%{python3_sitelib}/*
+%{python3_sitelib}/%{srcname}/
+%{python3_sitelib}/%{srcname}-*.egg-info/
+%endif
+
+
+%if 0%{?_with_doc}
+%files doc
+%doc docs/build/html/
+%license LICENSE
 %endif
 
 
 %changelog
+* Sat Nov 10 2018 Mohamed El Morabity <melmorabity@fedoraproject.org> - 1.2.0-2
+- Build documentation
+
 * Sat Nov 10 2018 Mohamed El Morabity <melmorabity@fedoraproject.org> - 1.2.0-1
 - Update to 1.2.0
 - Enable Python 3 support for EL