diff --git a/lunr_nltk.patch b/lunr_nltk.patch
new file mode 100644
index 0000000..a78e08c
--- /dev/null
+++ b/lunr_nltk.patch
@@ -0,0 +1,15 @@
+diff -rupN lunr.py-0.6.0/setup.py lunr.py-0.6.0-new/setup.py
+--- lunr.py-0.6.0/setup.py	2021-04-22 12:13:30.000000000 +0200
++++ lunr.py-0.6.0-new/setup.py	2021-10-08 09:23:37.143568652 +0200
+@@ -40,10 +40,7 @@ setup(
+     python_requires=">=3.6",
+     install_requires=[],
+     extras_require={
+-        # NLTK 3.5 requires regex which does not ship with all types of wheels
+-        # and causes installation issues in mkdocs upstream
+-        # https://github.com/mkdocs/mkdocs/issues/2062
+-        "languages": ["nltk>=3.2.5,<3.5"]
++        "languages": ["nltk>=3.2.5"]
+     },
+     keywords="lunr full text search",
+     classifiers=[
diff --git a/python-lunr.spec b/python-lunr.spec
index fe6be99..1164c3a 100644
--- a/python-lunr.spec
+++ b/python-lunr.spec
@@ -2,12 +2,14 @@
 
 Name:           python-%{pypiname}
 Version:        0.6.0
-Release:        2%{?dist}
+Release:        3%{?dist}
 Summary:        A Python implementation of Lunr.js
 
 License:        MIT
 URL:            https://github.com/yeraydiazdiaz/lunr.py
 Source0:        https://github.com/yeraydiazdiaz/lunr.py/archive/%{version}.tar.gz#/%{pypiname}.py-%{version}.tar.gz
+# Remove nltk version constraint to fix FailsToInstall
+Patch0:         lunr_nltk.patch
 
 BuildArch:      noarch
 
@@ -43,7 +45,7 @@ BuildRequires:  python3dist(setuptools)
 
 
 %prep
-%autosetup -n %{pypiname}.py-%{version}
+%autosetup -p1 -n %{pypiname}.py-%{version}
 
 %build
 %py3_build
@@ -61,6 +63,9 @@ BuildRequires:  python3dist(setuptools)
 %{python3_sitelib}/%{pypiname}/
 
 %changelog
+* Fri Oct 08 2021 Sandro Mani <manisandro@gmail.com> - 0.6.0-3
+- Remove nltk version constraint to fix FailsToInstall
+
 * Mon Oct 04 2021 Sandro Mani <manisandro@gmail.com> - 0.6.0-2
 - Rebuild to fix FailsToInstall