diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 57ee51a..3ea014a 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -20,8 +20,8 @@ build:
       - "poetry run jupyter-book config sphinx docs/"
 
       # Build documentation in the docs/ directory with Sphinx
-# sphinx:
-#   configuration: docs/conf.py
+sphinx:
+  configuration: docs/conf.py
 # We recommend specifying your dependencies to enable reproducible builds:
 # https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
 python:
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 9bcc588..674f334 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -3,6 +3,15 @@ numpy>=1.20
 sphinx<7
 sphinxcontrib-bibtex
 sphinx_rtd_theme>=0.5.1
+sphinx-togglebutton
+sphinx-copybutton
+sphinx-thebe
+sphinx-etoc
+sphinx-comments
+sphinx-design
+sphinx-book-theme
+sphinx-jupyterbook-latex
+sphinxcontrib-bibtex
 tensorboard
 torch
 tqdm