diff --git a/lib/docs/filters/wagtail/clean_html.rb b/lib/docs/filters/wagtail/clean_html.rb
index b5b28b53..050388d5 100644
--- a/lib/docs/filters/wagtail/clean_html.rb
+++ b/lib/docs/filters/wagtail/clean_html.rb
@@ -2,6 +2,8 @@ module Docs
   class Wagtail
     class CleanHtmlFilter < Filter
       def call
+        @doc = at_css('main > section', 'main')
+
         # footer contains links like about,contact us etc which
         # are not needed in documentation so removed
         doc.search('footer').each do |footer|
diff --git a/lib/docs/scrapers/wagtail.rb b/lib/docs/scrapers/wagtail.rb
index 891639d4..bc9d626d 100644
--- a/lib/docs/scrapers/wagtail.rb
+++ b/lib/docs/scrapers/wagtail.rb
@@ -25,74 +25,19 @@ module Docs
     ]
 
     # updating release and base_url for different versions
-    version 'stable' do
-      self.release = 'stable'
+    version do
+      self.release = '4.1.1'
       self.base_url = 'https://docs.wagtail.org/en/stable/'
     end
 
-    version 'latest' do
-      self.release = 'latest'
-      self.base_url = 'https://docs.wagtail.org/en/latest/'
-    end
-
-    version '4.0.4' do
-      self.release = '4.0.4'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '4.0' do
-      self.release = '4.0'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '3.0.3' do
+    version '3' do
       self.release = '3.0.3'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
+      self.base_url = "https://docs.wagtail.org/en/v#{release}/"
     end
 
-    version '2.16.3' do
+    version '2' do
       self.release = '2.16.3'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '2.15.6' do
-      self.release = '2.15.6'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '2.10.2' do
-      self.release = '2.10.2'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '2.5.2' do
-      self.release = '2.5.2'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '2.4' do
-      self.release = '2.4'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '2.3' do
-      self.release = '2.3'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '2.0.2' do
-      self.release = '2.0.2'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '1.2' do
-      self.release = '1.2'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
-    end
-
-    version '1.1' do
-      self.release = '1.1'
-      self.base_url = "https://docs.wagtail.org/en/v#{version}/"
+      self.base_url = "https://docs.wagtail.org/en/v#{release}/"
     end
 
     # this method will fetch the latest version of wagtail