diff --git a/Dockerfile b/Dockerfile
index cb96532696..c43ca7742d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,7 +3,7 @@
 # docker build -t sphinx-autobuild .
 # docker run -it -p 8000:8000 --rm -v "$(pwd)/source":/home/python/docs sphinx-autobuild
 
-FROM python:3.7-alpine
+FROM python:3.8-alpine
 
 COPY --chown=1000:1000 requirements.txt ./
 
diff --git a/source/_themes/wazuh_doc_theme_v3/config/uglifyjs-group.js b/source/_themes/wazuh_doc_theme_v3/config/uglifyjs-group.js
index 2c03f23188..85b40c8ede 100644
--- a/source/_themes/wazuh_doc_theme_v3/config/uglifyjs-group.js
+++ b/source/_themes/wazuh_doc_theme_v3/config/uglifyjs-group.js
@@ -56,6 +56,7 @@ const pageSpecificJS = {
   ],
   "api-reference": [
     SRC_PATH + "components/version-selector.js",
+    SRC_PATH + "components/doctools.js",
     SRC_PATH + "components/sphinx-search/sphinx_highlight.js",
     SRC_PATH + "custom-redoc.js"
   ],
diff --git a/source/_themes/wazuh_doc_theme_v3/src/scss/pages/index.scss b/source/_themes/wazuh_doc_theme_v3/src/scss/pages/index.scss
index 0acaa646f0..04d2587352 100644
--- a/source/_themes/wazuh_doc_theme_v3/src/scss/pages/index.scss
+++ b/source/_themes/wazuh_doc_theme_v3/src/scss/pages/index.scss
@@ -490,7 +490,6 @@ main {
     background-image: url("#{$ico-path}index-icons.svg#compliance-lt");
   }
 
-
   /* Learning Wazuh */
   [href$="learning-wazuh/index.html"]::before,
   [data-href$="learning-wazuh/index.html"]::before {
diff --git a/source/_themes/wazuh_doc_theme_v3/static/js/min/api-reference.min.js b/source/_themes/wazuh_doc_theme_v3/static/js/min/api-reference.min.js
index 4c0fb40c7b..8f85ce2337 100644
--- a/source/_themes/wazuh_doc_theme_v3/static/js/min/api-reference.min.js
+++ b/source/_themes/wazuh_doc_theme_v3/static/js/min/api-reference.min.js
@@ -1,2 +1,2 @@
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 //# sourceMappingURL=api-reference.min.js.map
\ No newline at end of file
diff --git a/source/conf.py b/source/conf.py
index 1aa5e01a64..57b554b6b7 100644
--- a/source/conf.py
+++ b/source/conf.py
@@ -574,6 +574,9 @@ def get_js_by_page(pagename):
             # lightbox (extension)
         ]
 
+        if version < '4.0':
+            js_map['user-manual/api/reference'] = default
+
         if html_theme_options['breadcrumb_root_title'] == 'Training':
             js_map['index'] = default