diff --git a/docs/api.md b/docs/api.md
new file mode 100644
index 0000000000000000000000000000000000000000..3ef620764e54abfb6f2be658b27d643ebcfe1a23
--- /dev/null
+++ b/docs/api.md
@@ -0,0 +1,4 @@
+
+## Modules
+
+To Do
\ No newline at end of file
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 0000000000000000000000000000000000000000..68eb43949fbf5e702a0f22f73febe1df8c04dd30
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,7 @@
+# The pystencils Source File Generator
+
+A bridge over the semantic gap between code emitted by [pystencils](https://pypi.org/project/pystencils/)
+and your C/C++/Cuda/HIP framework.
+
+The initial version of this software is still under development.
+
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000000000000000000000000000000000000..0e6b089366d2cb522a17d018d11e9cd1d72bf587
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,15 @@
+site_name: pystencils Source File Generator Documentation
+theme: 
+  name: material
+
+plugins:
+  - mkdocstrings:
+      default_handler: python
+      handlers:
+        python:
+          paths: [src]
+
+
+nav:
+  - Home: index.md
+  - API Documentation: api.md
diff --git a/pdm.lock b/pdm.lock
index 35ed09f6ab0a71fc17596486e6eddbb3631298a5..0be83ccbbf25afcaa2387df6fb3507a097252e09 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -2,10 +2,10 @@
 # It is not intended for manual editing.
 
 [metadata]
-groups = ["default", "interactive", "build", "dev"]
+groups = ["default", "interactive", "build", "dev", "docs"]
 strategy = ["cross_platform"]
 lock_version = "4.4"
-content_hash = "sha256:b7d9f1ef7751dd7404cd88a7f20a924fdbe31e6fdec3c51f308aabb754ecc5b7"
+content_hash = "sha256:f9e6e0eed785eecd687dfee3afe479681a2082cee5c00285e1975fbf8b7d50df"
 
 [[package]]
 name = "appdirs"
@@ -37,6 +37,97 @@ files = [
     {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
 ]
 
+[[package]]
+name = "babel"
+version = "2.13.1"
+requires_python = ">=3.7"
+summary = "Internationalization utilities"
+dependencies = [
+    "setuptools; python_version >= \"3.12\"",
+]
+files = [
+    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
+    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
+]
+
+[[package]]
+name = "certifi"
+version = "2023.7.22"
+requires_python = ">=3.6"
+summary = "Python package for providing Mozilla's CA Bundle."
+files = [
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+requires_python = ">=3.7.0"
+summary = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+files = [
+    {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
+    {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"},
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+    {file = "charset_normalizer-3.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001"},
+    {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
+]
+
+[[package]]
+name = "click"
+version = "8.1.7"
+requires_python = ">=3.7"
+summary = "Composable command line interface toolkit"
+dependencies = [
+    "colorama; platform_system == \"Windows\"",
+]
+files = [
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -92,6 +183,41 @@ files = [
     {file = "flake8-6.1.0.tar.gz", hash = "sha256:d5b3857f07c030bdb5bf41c7f53799571d75c4491748a3adcd47de929e34cd23"},
 ]
 
+[[package]]
+name = "ghp-import"
+version = "2.1.0"
+summary = "Copy your docs directly to the gh-pages branch."
+dependencies = [
+    "python-dateutil>=2.8.1",
+]
+files = [
+    {file = "ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343"},
+    {file = "ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619"},
+]
+
+[[package]]
+name = "griffe"
+version = "0.38.0"
+requires_python = ">=3.8"
+summary = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
+dependencies = [
+    "colorama>=0.4",
+]
+files = [
+    {file = "griffe-0.38.0-py3-none-any.whl", hash = "sha256:6a5bc457320e8e199006aa5fbb03e162f5e21abe31aa6221f7a5c37ea0724c71"},
+    {file = "griffe-0.38.0.tar.gz", hash = "sha256:9b97487b583042b543d1e28196caee638ecd766c8c4c98135071806cb5333ac2"},
+]
+
+[[package]]
+name = "idna"
+version = "3.4"
+requires_python = ">=3.5"
+summary = "Internationalized Domain Names in Applications (IDNA)"
+files = [
+    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
+    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+]
+
 [[package]]
 name = "ipython"
 version = "8.17.2"
@@ -151,6 +277,16 @@ files = [
     {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
 ]
 
+[[package]]
+name = "markdown"
+version = "3.5.1"
+requires_python = ">=3.8"
+summary = "Python implementation of John Gruber's Markdown."
+files = [
+    {file = "Markdown-3.5.1-py3-none-any.whl", hash = "sha256:5874b47d4ee3f0b14d764324d2c94c03ea66bee56f2d929da9f2508d65e722dc"},
+    {file = "Markdown-3.5.1.tar.gz", hash = "sha256:b65d7beb248dc22f2e8a31fb706d93798093c308dc1aba295aedeb9d41a813bd"},
+]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.3"
@@ -213,6 +349,137 @@ files = [
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
 ]
 
+[[package]]
+name = "mergedeep"
+version = "1.3.4"
+requires_python = ">=3.6"
+summary = "A deep merge function for 🐍."
+files = [
+    {file = "mergedeep-1.3.4-py3-none-any.whl", hash = "sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307"},
+    {file = "mergedeep-1.3.4.tar.gz", hash = "sha256:0096d52e9dad9939c3d975a774666af186eda617e6ca84df4c94dec30004f2a8"},
+]
+
+[[package]]
+name = "mkdocs"
+version = "1.5.3"
+requires_python = ">=3.7"
+summary = "Project documentation with Markdown."
+dependencies = [
+    "click>=7.0",
+    "colorama>=0.4; platform_system == \"Windows\"",
+    "ghp-import>=1.0",
+    "jinja2>=2.11.1",
+    "markdown>=3.2.1",
+    "markupsafe>=2.0.1",
+    "mergedeep>=1.3.4",
+    "packaging>=20.5",
+    "pathspec>=0.11.1",
+    "platformdirs>=2.2.0",
+    "pyyaml-env-tag>=0.1",
+    "pyyaml>=5.1",
+    "watchdog>=2.0",
+]
+files = [
+    {file = "mkdocs-1.5.3-py3-none-any.whl", hash = "sha256:3b3a78e736b31158d64dbb2f8ba29bd46a379d0c6e324c2246c3bc3d2189cfc1"},
+    {file = "mkdocs-1.5.3.tar.gz", hash = "sha256:eb7c99214dcb945313ba30426c2451b735992c73c2e10838f76d09e39ff4d0e2"},
+]
+
+[[package]]
+name = "mkdocs-autorefs"
+version = "0.5.0"
+requires_python = ">=3.8"
+summary = "Automatically link across pages in MkDocs."
+dependencies = [
+    "Markdown>=3.3",
+    "mkdocs>=1.1",
+]
+files = [
+    {file = "mkdocs_autorefs-0.5.0-py3-none-any.whl", hash = "sha256:7930fcb8ac1249f10e683967aeaddc0af49d90702af111a5e390e8b20b3d97ff"},
+    {file = "mkdocs_autorefs-0.5.0.tar.gz", hash = "sha256:9a5054a94c08d28855cfab967ada10ed5be76e2bfad642302a610b252c3274c0"},
+]
+
+[[package]]
+name = "mkdocs-material"
+version = "9.4.8"
+requires_python = ">=3.8"
+summary = "Documentation that simply works"
+dependencies = [
+    "babel~=2.10",
+    "colorama~=0.4",
+    "jinja2~=3.0",
+    "markdown~=3.2",
+    "mkdocs-material-extensions~=1.3",
+    "mkdocs>=1.5.3,~=1.5",
+    "paginate~=0.5",
+    "pygments~=2.16",
+    "pymdown-extensions~=10.2",
+    "regex>=2022.4",
+    "requests~=2.26",
+]
+files = [
+    {file = "mkdocs_material-9.4.8-py3-none-any.whl", hash = "sha256:8b20f6851bddeef37dced903893cd176cf13a21a482e97705a103c45f06ce9b9"},
+    {file = "mkdocs_material-9.4.8.tar.gz", hash = "sha256:f0c101453e8bc12b040e8b64ca39a405d950d8402609b1378cc2b98976e74b5f"},
+]
+
+[[package]]
+name = "mkdocs-material-extensions"
+version = "1.3"
+requires_python = ">=3.8"
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+    "Markdown>=3.3",
+    "MarkupSafe>=1.1",
+    "click>=7.0",
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+requires_python = ">=3.8"
+summary = "Automatic documentation from sources, for MkDocs."
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+    "mkdocstrings==0.24.0",
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+]
+
+[[package]]
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+version = "2.31.0"
+requires_python = ">=3.7"
+summary = "Python HTTP for Humans."
+dependencies = [
+    "certifi>=2017.4.17",
+    "charset-normalizer<4,>=2",
+    "idna<4,>=2.5",
+    "urllib3<3,>=1.21.1",
+]
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+]
+
+[[package]]
+name = "setuptools"
+version = "68.2.2"
+requires_python = ">=3.8"
+summary = "Easily download, build, install, upgrade, and uninstall Python packages"
+files = [
+    {file = "setuptools-68.2.2-py3-none-any.whl", hash = "sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a"},
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+]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -463,6 +917,44 @@ files = [
     {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
+[[package]]
+name = "urllib3"
+version = "2.1.0"
+requires_python = ">=3.8"
+summary = "HTTP library with thread-safe connection pooling, file post, and more."
+files = [
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+]
+
+[[package]]
+name = "watchdog"
+version = "3.0.0"
+requires_python = ">=3.7"
+summary = "Filesystem events monitoring"
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+    {file = "watchdog-3.0.0.tar.gz", hash = "sha256:4d98a320595da7a7c5a18fc48cb633c2e73cda78f93cac2ef42d42bf609a33f9"},
+]
+
 [[package]]
 name = "wcwidth"
 version = "0.2.10"
diff --git a/pyproject.toml b/pyproject.toml
index 4e241ff535ccbeb055f7d6621854852d1aa4b62f..cc7875a9af6fe60f18b6e9265c3ca7c18a047f7d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,10 +24,15 @@ build-backend = "setuptools.build_meta"
 interactive = [
     "ipython>=8.17.2",
 ]
-dev = [
+code_quality = [
     "flake8>=6.1.0",
     "mypy>=1.7.0",
 ]
+docs = [
+    "mkdocs>=1.5.3",
+    "mkdocs-material>=9.4.8",
+    "mkdocstrings[python]>=0.24.0",
+]
 
 [tool.versioneer]
 VCS = "git"