diff --git a/docs/pyproject.toml b/docs/pyproject.toml
index 82a58bed35..c7d7239d70 100644
--- a/docs/pyproject.toml
+++ b/docs/pyproject.toml
@@ -7,11 +7,11 @@ authors = ["Java Driver Contributors"]
 [tool.poetry.dependencies]
 python = "^3.7"
 pyyaml = "6.0"
-pygments = "2.2.0"
+pygments = "2.15.1"
 recommonmark = "0.7.1"
 redirects_cli ="~0.1.3"
-sphinx-scylladb-theme = "~1.4.1"
-sphinx-sitemap = "2.1.0"
+sphinx-scylladb-theme = "~1.5.1"
+sphinx-sitemap = "2.5.0"
 sphinx-autobuild = "2021.3.14"
 Sphinx = "4.3.2"
 sphinx-multiversion-scylla = "~0.2.12"
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 7cdfc2eca6..afbfb01ac7 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -93,7 +93,7 @@
 
 # -- Options for sitemap extension ---------------------------------------
 
-sitemap_url_scheme = 'stable/{link}'
+sitemap_url_scheme = "/stable/{link}"
 
 # -- Options for HTML output ----------------------------------------------
 
@@ -112,6 +112,7 @@
     'github_repository': 'scylladb/java-driver',
     'github_issues_repository': 'scylladb/java-driver',
     'hide_edit_this_page_button': 'false',
+    'hide_feedback_buttons': 'false',
     'versions_unstable': UNSTABLE_VERSIONS,
     'versions_deprecated': DEPRECATED_VERSIONS,
     'hide_version_dropdown': ['scylla-3.x'],