diff --git a/DynamoDbEncryption/runtimes/python/.readthedocs.yaml b/DynamoDbEncryption/runtimes/python/.readthedocs.yaml
new file mode 100644
index 000000000..846d4d760
--- /dev/null
+++ b/DynamoDbEncryption/runtimes/python/.readthedocs.yaml
@@ -0,0 +1,38 @@
+# .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: "3.11"
+  jobs:
+    post_create_environment:
+      # Install poetry
+      # https://python-poetry.org/docs/#installing-manually
+      - pip install poetry
+      # Get Dafny.
+      # readthedocs executes each command in a new shell process, so exported variables aren't persisted between commands.
+      # Any command that relies on exported variables needs to be executed in one command.
+      - export dafnyVersion=$(grep '^dafnyVersion=' project.properties | cut -d '=' -f 2) && curl https://github.com/dafny-lang/dafny/releases/download/v$dafnyVersion/dafny-$dafnyVersion-x64-ubuntu-20.04.zip  -L -o dafny.zip
+      - unzip -qq dafny.zip && rm dafny.zip
+      - export PATH="$PWD/dafny:$PATH" && make transpile_python -C DynamoDbEncryption
+    post_install:
+      # Install project with 'docs' dependency group
+      # https://python-poetry.org/docs/managing-dependencies/#dependency-groups
+      # VIRTUAL_ENV needs to be set manually for now.
+      # See https://github.com/readthedocs/readthedocs.org/pull/11152/
+      - VIRTUAL_ENV=$READTHEDOCS_VIRTUALENV_PATH poetry install --directory DynamoDbEncryption/runtimes/python --with docs
+
+# Build documentation in the doc/ directory with Sphinx
+sphinx:
+  configuration: DynamoDbEncryption/runtimes/python/docs/conf.py
+
+# Need all submodules to transpile
+submodules:
+  include: all
+  recursive: true
diff --git a/DynamoDbEncryption/runtimes/python/docs/conf.py b/DynamoDbEncryption/runtimes/python/docs/conf.py
new file mode 100644
index 000000000..0a9c1490a
--- /dev/null
+++ b/DynamoDbEncryption/runtimes/python/docs/conf.py
@@ -0,0 +1,72 @@
+# -*- coding: utf-8 -*-
+import os
+import re
+from datetime import datetime
+import toml
+
+VERSION_RE = re.compile(r"""__version__ = ['"]([0-9.]+)['"]""")
+HERE = os.path.abspath(os.path.dirname(__file__))
+
+
+def get_release():
+    with open('../pyproject.toml', 'r') as toml_file:
+        data = toml.load(toml_file)
+        return data['tool']['poetry']['version']
+
+def get_version():
+    """Reads the version (MAJOR.MINOR) from this module."""
+    release = get_release()
+    split_version = release.split(".")
+    if len(split_version) == 3:
+        return ".".join(split_version[:2])
+    return release
+
+project = 'aws-dbesdk-dynamodb-python'
+version = get_version()
+release = get_release()
+
+# Add any Sphinx extension module names here, as strings. They can be extensions
+# coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
+extensions = [
+    "sphinx.ext.autodoc",
+    "sphinx.ext.doctest",
+    "sphinx.ext.intersphinx",
+    "sphinx.ext.todo",
+    "sphinx.ext.coverage",
+    "sphinx.ext.autosummary",
+    "sphinx.ext.napoleon",
+]
+napoleon_include_special_with_doc = False
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ["_templates"]
+
+source_suffix = ".rst"  # The suffix of source filenames.
+root_doc = "index"  # The master toctree document.
+
+copyright = u"%s, Amazon" % datetime.now().year
+
+# List of directories, relative to source directory, that shouldn't be searched
+# for source files.
+exclude_trees = ["_build"]
+
+pygments_style = "sphinx"
+
+autoclass_content = "both"
+autodoc_default_options = {
+    "show-inheritance": True,
+    "undoc-members": True,
+    'special-members': '__init__',
+    "members": True
+}
+autodoc_member_order = "bysource"
+
+html_theme = "sphinx_rtd_theme"
+html_static_path = ["_static"]
+htmlhelp_basename = "%sdoc" % project
+
+# Example configuration for intersphinx: refer to the Python standard library.
+intersphinx_mapping = {"http://docs.python.org/": None}
+
+# autosummary
+autosummary_generate = True
\ No newline at end of file
diff --git a/DynamoDbEncryption/runtimes/python/docs/index.rst b/DynamoDbEncryption/runtimes/python/docs/index.rst
new file mode 100644
index 000000000..52b759209
--- /dev/null
+++ b/DynamoDbEncryption/runtimes/python/docs/index.rst
@@ -0,0 +1,31 @@
+.. include:: ../README.md
+    :parser: myst_parser.docutils_
+
+
+*******
+Modules
+*******
+
+.. autosummary::
+    :toctree: generated
+
+    aws_dbesdk_dynamodb.encrypted.client
+    aws_dbesdk_dynamodb.encrypted.table
+    aws_dbesdk_dynamodb.encrypted.item
+    aws_dbesdk_dynamodb.encrypted.resource
+    aws_dbesdk_dynamodb.encrypted.paginator
+    aws_dbesdk_dynamodb.smithygenerated.aws_cryptography_dbencryptionsdk_dynamodb.models
+    aws_dbesdk_dynamodb.smithygenerated.aws_cryptography_dbencryptionsdk_structuredencryption.models
+    aws_dbesdk_dynamodb.smithygenerated.aws_cryptography_dbencryptionsdk_dynamodb_itemencryptor.models
+    aws_dbesdk_dynamodb.smithygenerated.aws_cryptography_dbencryptionsdk_dynamodb_itemencryptor.config
+
+
+The content below applies to all languages of the AWS DBESDK for DynamoDB.
+
+----
+
+.. include:: ../../../../README.md
+    :parser: myst_parser.docutils_
+
+.. include:: ../../../../CHANGELOG.md
+    :parser: myst_parser.docutils_