diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 140aba1eb..4afff4aba 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -12,3 +12,5 @@ python:
   install:
     - requirements: requirements.txt
     - requirements: doc/requirements.txt
+    - method: pip
+      path: .
diff --git a/doc/source/conf.py b/doc/source/conf.py
index aec140106..869c1b3a8 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -2,7 +2,7 @@
 import os
 import sys
 
-sys.path.insert(0, os.path.abspath("../.."))
+sys.path.insert(0, os.path.abspath(os.path.join("..", "..")))
 # -- General configuration ----------------------------------------------------
 
 # Add any Sphinx extension module names here, as strings. They can be
@@ -23,11 +23,11 @@
 source_suffix = ".rst"
 
 # The root toctree document.
-master_doc = "index"
+root_doc = "index"
 
 # General information about the project.
 project = "Bandit"
-copyright = "2022, Bandit Developers"
+copyright = "2023, Bandit Developers"
 
 # If true, '()' will be appended to :func: etc. cross-reference text.
 add_function_parentheses = True
diff --git a/tox.ini b/tox.ini
index 7a2208b53..f8fddff99 100644
--- a/tox.ini
+++ b/tox.ini
@@ -65,7 +65,7 @@ commands =
 [testenv:docs]
 deps = -r{toxinidir}/doc/requirements.txt
 commands=
-    python setup.py build_sphinx
+    sphinx-build doc/source doc/build
 
 [flake8]
 # [H106] Don't put vim configuration in source files.