diff --git a/docs/conf.py b/docs/conf.py
index 2c6eb74e0..2daab8833 100755
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -16,6 +16,9 @@
 
 
 # -- Project information -----------------------------------------------------
+import sys
+import os
+import komputepy
 
 project = 'Vulkan Kompute'
 copyright = '2020, The Institute for Ethical AI & Machine Learning'
@@ -31,6 +34,7 @@ release = '0.4.0'
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
 extensions = [
+    "sphinx.ext.autodoc",
     # Creates .nojekyll config
     'sphinx.ext.githubpages',
     # Integrates with doxygen
diff --git a/docs/index.rst b/docs/index.rst
index 60d01f21b..57f1a1271 100755
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -11,13 +11,14 @@ Index
     :maxdepth: 2
     :titlesonly:
 
-    Class Documentation and C++ Reference <overview/reference>
-    Advanced Examples <overview/advanced-examples>
+    Simple & Advanced Examples <overview/advanced-examples>
     Asynchronous & Parallel Operations <overview/async-parallel>
     Memory Management Principles <overview/memory-management>
     Build System Deep Dive <overview/build-system>
     Converting GLSL/HLSL Shaders to C++ Headers <overview/shaders-to-headers>
     Mobile App Integration (Android) <overview/mobile-android>
     Game Engine Integration (Godot Engine) <overview/game-engine-godot>
+    Python Class Documentation & Reference <overview/python-package>
+    C++ Class Documentation & Reference <overview/reference>
     Code Index <genindex>
 
diff --git a/docs/overview/python-package.rst b/docs/overview/python-package.rst
new file mode 100644
index 000000000..92dc8ca38
--- /dev/null
+++ b/docs/overview/python-package.rst
@@ -0,0 +1,44 @@
+
+
+Python Class Documentation & Reference
+========
+
+This section provides a breakdown of the Python classes and what each of their functions provide.
+Below is a diagram that provides insights on the relationship between Vulkan Kompute objects and Vulkan resources, which primarily encompass ownership of either CPU and/or GPU memory.
+
+.. image:: ../images/kompute-architecture.jpg
+   :width: 70%
+
+Manager
+-------
+
+The Kompute Manager provides a high level interface to simplify interaction with underlying :class:`komputepy.Sequence` of Operations.
+
+.. autoclass:: komputepy.Manager
+   :members:
+
+
+Sequence
+-------
+
+The Kompute Sequence consists of batches of Kompute Operations, which are executed on a respective GPU queue. The execution of sequences can be synchronous or asynchronous, and it can be coordinated through its respective Vulkan Fence.
+
+.. autoclass:: komputepy.Sequence
+   :members:
+
+
+Tensor
+-------
+
+The Kompute Tensor is the atomic unit in Kompute, and it is used primarily for handling Host and GPU Device data.
+
+.. autoclass:: komputepy.Tensor
+   :members:
+
+
+TensorType
+-------
+
+.. automodule:: komputepy
+   :members:
+