diff --git a/docs/Makefile b/docs/Makefile
index 362259bffc8..09ea360f8a3 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -1,6 +1,6 @@
 # You can set these variables from the command line.
 POETRY        = poetry
-SPHINXOPTS    =
+SPHINXOPTS    = -j auto
 SPHINXBUILD   = $(POETRY) run sphinx-build
 PAPER         =
 BUILDDIR      = _build
@@ -13,12 +13,6 @@ ALLSPHINXOPTS   = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) $(S
 TESTSPHINXOPTS  = $(ALLSPHINXOPTS) -W --keep-going
 I18NSPHINXOPTS  = $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) $(SOURCEDIR)
 
-# Windows variables
-ifeq ($(OS),Windows_NT)
-    POETRY = $(APPDATA)\Python\Scripts\poetry
-endif
-
-
 .PHONY: all
 all: dirhtml
 
diff --git a/docs/pyproject.toml b/docs/pyproject.toml
index c7d7239d705..284caf936b0 100644
--- a/docs/pyproject.toml
+++ b/docs/pyproject.toml
@@ -5,16 +5,16 @@ description = "ScyllaDB Java Driver"
 authors = ["Java Driver Contributors"]
 
 [tool.poetry.dependencies]
-python = "^3.7"
-pyyaml = "6.0"
+python = "^3.9"
+pyyaml = "6.0.1"
 pygments = "2.15.1"
 recommonmark = "0.7.1"
 redirects_cli ="~0.1.3"
-sphinx-scylladb-theme = "~1.5.1"
-sphinx-sitemap = "2.5.0"
+sphinx-scylladb-theme = "~1.6.1"
+sphinx-sitemap = "2.5.1"
 sphinx-autobuild = "2021.3.14"
-Sphinx = "4.3.2"
-sphinx-multiversion-scylla = "~0.2.12"
+Sphinx = "7.2.6"
+sphinx-multiversion-scylla = "~0.3.1"
 setuptools = "^65.6.3"
 wheel = "^0.38.4"
 
diff --git a/docs/source/conf.py b/docs/source/conf.py
index afbfb01ac7d..5ecb3d68c6b 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -9,7 +9,7 @@
 from sphinx_scylladb_theme.utils import multiversion_regex_builder
 from redirects_cli import cli as redirects_cli
 
-# -- General configuration ------------------------------------------------
+# -- General configuration
 
 # Build documentation for the following tags and branches
 TAGS = []
@@ -66,7 +66,7 @@
 # If true, `todo` and `todoList` produce output, else they produce nothing.
 todo_include_todos = True
 
-# -- Options for not found extension -------------------------------------------
+# -- Options for not found extension
 
 # Template used to render the 404.html generated by this extension.
 notfound_template =  '404.html'
@@ -74,7 +74,7 @@
 # Prefix added to all the URLs generated in the 404 page.
 notfound_urls_prefix = ''
 
-# -- Options for multiversion extension ----------------------------------
+# -- Options for multiversion extension
 
 # Whitelist pattern for tags
 smv_tag_whitelist = multiversion_regex_builder(TAGS)
@@ -91,11 +91,11 @@
 # Format for versioned output directories inside the build directory
 smv_outputdir_format = '{ref.name}'
 
-# -- Options for sitemap extension ---------------------------------------
+# -- Options for sitemap extension
 
 sitemap_url_scheme = "/stable/{link}"
 
-# -- Options for HTML output ----------------------------------------------
+# -- Options for HTML output
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
@@ -138,7 +138,7 @@
 # Dictionary of values to pass into the template engine’s context for all pages
 html_context = {'html_baseurl': html_baseurl}
 
-# -- Initialize Sphinx ----------------------------------------------
+# -- Initialize Sphinx
 
 class CustomCommonMarkParser(CommonMarkParser):