diff --git a/.readthedocs.yml b/.readthedocs.yml
index 6d086f29..2d9377bc 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -1,18 +1,15 @@
 version: 2
 formats: []
 
-build:
-  image: latest
-
 sphinx:
   configuration: docs/source/conf.py
   fail_on_warning: false
 
-python:
-  version: "3.8"
-  install:
-    - method: pip
-      path: .
-      extra_requirements:
-        - all
-        - docs
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.8"
+  jobs:
+    pre_build:
+      - pip install .[all] .[docs]
+      - python3 ./docs/scripts/generate_autodoc.py
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 538870ed..4ec74097 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -18,14 +18,6 @@
 sys.path.insert(0, os.path.abspath('../../src/'))
 sys.path.insert(0, os.path.abspath('.'))
 
-def create_reference():
-    """
-    Creates .rst files for class/function descriptions.
-    """
-    file_dir = os.path.dirname(__file__)
-    file_dir = file_dir.rstrip(os.path.basename(file_dir))
-    file_dir = os.path.join(file_dir, "scripts/generate_autodoc.py")
-    subprocess.run(f"{sys.executable} {file_dir}", shell=False)
 
 # -- Project information -----------------------------------------------------
 project = 'Discord Advertisement Framework'
@@ -38,7 +30,6 @@ def create_reference():
     version = gh_release
 elif readthedocs_release is not None:
     version = readthedocs_release
-    create_reference() # RTD does not run the makefile so hack is required
 else:
     version = "v0.0.1"