diff --git a/.gitignore b/.gitignore
index 1b6d0d5f0bc3f67a7ff5e6894783f0936f2782d4..54a51e8a71907179cc36973fb701a940dae5f742 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,8 +1,12 @@
 *
 
 !*.py
+!*.rst
 !.vscode
 !.gitignore
 !requirements.txt
 !tests/
-!plot_serializer/
\ No newline at end of file
+!plot_serializer/
+!doc/
+!make.bat
+!Makefile
\ No newline at end of file
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 795d95781372e0fc483fcb74c499e2891d25d4bd..746b413d8a9747ec2f3395a51d029786f3df04ac 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -45,3 +45,6 @@ lint:
 #   script:
 #     - pytest
 
+doc:
+  script:
+    - make html
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000000000000000000000000000000000000..26217e7ecf2a3c15682a061a05e7d650f7db8fd2
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = doc
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/doc/conf.py b/doc/conf.py
new file mode 100644
index 0000000000000000000000000000000000000000..85450f5d1dac6f1d75363d63eb9ff3b53e174ad6
--- /dev/null
+++ b/doc/conf.py
@@ -0,0 +1,61 @@
+# Configuration file for the Sphinx documentation builder.
+#
+# This file only contains a selection of the most common options. For a full
+# list see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Path setup --------------------------------------------------------------
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#
+# import os
+# import sys
+# sys.path.insert(0, os.path.abspath('.'))
+
+
+# -- Project information -----------------------------------------------------
+
+project = "Plot Serializer"
+copyright = "2023, Michaela Lestakova, Kevin Logan"
+author = "Michaela Lestakova, Kevin Logan"
+
+
+# -- General configuration ---------------------------------------------------
+
+# 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.napoleon",
+    "sphinx.ext.viewcode",
+    "sphinx_rtd_theme",
+    "sphinx.ext.autosummary",
+    "autoapi.extension",
+]
+
+napoleon_google_docstring = True
+autoapi_dirs = ["../plot_serializer"]
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ["_templates"]
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This pattern also affects html_static_path and html_extra_path.
+exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
+
+
+# -- Options for HTML output -------------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+#
+html_theme = "sphinx_rtd_theme"
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ["_static"]
diff --git a/doc/index.rst b/doc/index.rst
new file mode 100644
index 0000000000000000000000000000000000000000..9bb8bf2a0b1c73fa1e6d81fe74fd25304c4080de
--- /dev/null
+++ b/doc/index.rst
@@ -0,0 +1,19 @@
+.. Plot Serializer documentation master file, created by
+   sphinx-quickstart on Fri Aug 11 11:31:38 2023.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+Welcome to Plot Serializer's documentation!
+===========================================
+
+.. toctree::
+   autoapi/index
+
+
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
diff --git a/make.bat b/make.bat
new file mode 100644
index 0000000000000000000000000000000000000000..976e41b3f028add18063a7ed9932e15a577799d9
--- /dev/null
+++ b/make.bat
@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=doc
+set BUILDDIR=build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd
diff --git a/plot_serializer/adapters.py b/plot_serializer/adapters.py
index 2c5ce37118cd740786a8b62ac352ba2b953a9e22..7568dd0338c76d50ab54bcbab2ce9f36d654f8e2 100644
--- a/plot_serializer/adapters.py
+++ b/plot_serializer/adapters.py
@@ -1,3 +1,8 @@
+"""Adapters
+
+
+"""
+
 from plot_serializer.plot import Plot, Axis, PlottedElement
 
 
diff --git a/plot_serializer/serializer.py b/plot_serializer/serializer.py
index 6f8ce69bc394b8c3c03f12c6286caf25cbfd2dbf..f43854e1b03533c2d8ebfdb8f03a9b500a843685 100644
--- a/plot_serializer/serializer.py
+++ b/plot_serializer/serializer.py
@@ -32,6 +32,14 @@ class Serializer:
         return converted_plot
 
     def to_json(self, header=["id"]) -> str:
+        """Exports plot to json.
+
+        Args:
+            header (list, optional): list of keys to appear on top of the json string. Defaults to ["id"].
+
+        Returns:
+            str: json string
+        """
         d = json.loads(json.dumps(self.plot, default=lambda o: self._getattrorprop(o)))
         od = OrderedDict()
         for k in header:
diff --git a/requirements.txt b/requirements.txt
index 8a43b6f988c6f3a8ed662a9b3c5dbe033289f356..b4c7ad7d156736d692e7f54c01de03c99cfab507 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,6 +3,8 @@ numpy
 pandas
 matplotlib
 sphinx # documentation
+sphinx_rtd_theme
+sphinx-autoapi
 flake8 # linting
 black # autoformatting
 mypy # typechecking