diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 6993dd9e..ec4c0ba8 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -151,6 +151,8 @@ jobs:
       shell: bash
       run: |
         source bin/test_symengine_unix.sh
+        pip install sphinx m2r2 sphinxcontrib-apidoc sphinx-book-theme
+        sphinx-build docs/ genDocs
       env:
         PYTEST_ADDOPTS: ${{ matrix.PYTEST_ADDOPTS }}
         USE_GLIBCXX_DEBUG: ${{ matrix.USE_GLIBCXX_DEBUG }}
@@ -185,6 +187,12 @@ jobs:
         BUILD_SHARED_LIBS: ${{ matrix.BUILD_SHARED_LIBS }}
         PYTHON_VERSION: ${{ matrix.PYTHON_VERSION }}
 
+    - name: Generate documentation
+      shell: bash
+      run: |
+        pip install sphinx m2r2 sphinx-autodoc2 sphinx-book-theme
+        sphinx-build docs/ genDocs
+
     - name: Deploy Documentation
       if: ${{ (github.ref == 'refs/heads/main' && github.repository == 'Symengine/symengine.py') || (github.ref == 'refs/heads/master' && github.repository == 'Symengine/symengine.py')}}
       uses: peaceiris/actions-gh-pages@v3
diff --git a/bin/test_symengine_unix.sh b/bin/test_symengine_unix.sh
index 976f305d..72e829f1 100644
--- a/bin/test_symengine_unix.sh
+++ b/bin/test_symengine_unix.sh
@@ -19,4 +19,3 @@ source bin/install_travis.sh
 # Build Python wrappers and test
 cd $PYTHON_SOURCE_DIR
 bin/test_travis.sh
-
diff --git a/docs/conf.py b/docs/conf.py
index d897f479..717de3f5 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -49,6 +49,11 @@
     "sphinxcontrib.apidoc",  # Automatically sets up sphinx-apidoc
     # "recommonmark", # Parses markdown
     "m2r2", # Parses markdown in rst
+    "autodoc2",
+]
+
+autodoc2_packages = [
+    "../symengine",
 ]
 
 # Add any paths that contain templates here, relative to this directory.
diff --git a/docs/index.rst b/docs/index.rst
index 9a47bd0a..63408ef3 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -10,7 +10,7 @@ Symengine Python API Documentation
    :maxdepth: 2
    :caption: Contents:
 
-   source/modules
+   apidocs/index
 
 .. mdinclude:: ../README.md