diff --git a/.github/workflows/notebooks.yml b/.github/workflows/notebooks.yml
index 73b5455c..194a2020 100644
--- a/.github/workflows/notebooks.yml
+++ b/.github/workflows/notebooks.yml
@@ -44,6 +44,15 @@ jobs:
         pip install -U pip
         pip install -r requirements.txt
 
+        if [ "$RUNNER_OS" == "macOS" ]; then
+          pip install --config-settings="--global-option=build_ext" \
+                      --config-settings="--global-option=-I$(brew --prefix graphviz)/include/" \
+                      --config-settings="--global-option=-L$(brew --prefix graphviz)/lib/" \
+                      pygraphviz
+        elif [ "$RUNNER_OS" == "Linux" ]; then
+          pip install pygraphviz
+        fi
+
     - name: Lint with precommit
       run: |
         pip install pre-commit
diff --git a/requirements.txt b/requirements.txt
index 6fa8a033..72537683 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -16,7 +16,3 @@ sphinx-book-theme
 jupytext
 black
 pyupgrade
-
-# Notebook requirements
-pygraphviz
-