diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 0000000..c747d3f
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,26 @@
+# .readthedocs.yaml
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+# Set the OS, Python version and other tools you might need
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.8"
+  apt_packages:
+    - graphviz
+
+# Build documentation in the "docs/" directory with Sphinx
+sphinx:
+  configuration: doc/conf.py
+
+
+# Optional but recommended, declare the Python requirements required
+# to build your documentation
+# See https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
+python:
+  install:
+    - requirements: doc/requirements.txt
\ No newline at end of file
diff --git a/doc/notebooks/distributions.ipynb b/doc/notebooks/distributions.ipynb
new file mode 120000
index 0000000..982ebf7
--- /dev/null
+++ b/doc/notebooks/distributions.ipynb
@@ -0,0 +1 @@
+../../example/distributions.ipynb
\ No newline at end of file
diff --git a/doc/requirements.txt b/doc/requirements.txt
index e69de29..2908769 100644
--- a/doc/requirements.txt
+++ b/doc/requirements.txt
@@ -0,0 +1,4 @@
+sphinx_rtd_theme
+sphinx-autoapi
+nbsphinx
+sphinx_gallery
\ No newline at end of file
diff --git a/doc/walkthrough.rst b/doc/walkthrough.rst
index a262027..b148dd5 100644
--- a/doc/walkthrough.rst
+++ b/doc/walkthrough.rst
@@ -9,4 +9,10 @@ which contains the definition of factor graphs.
 Distributions
 -------------
 The :mod:`fglib2.distributions` module contains the :class:`fglib2.distributions.Multinomial` class, which implements a
-tabular distribution over discrete random variables. The following example highlights the main features of the class.
\ No newline at end of file
+tabular distribution over discrete random variables. The following example highlights the main features of the class.
+
+
+.. nbgallery::
+
+    notebooks/distributions
+