diff --git a/.gitignore b/.gitignore
index 7417b864cb64e5f15899515fc9dfb9c1e4d5a4a7..b1fd13b1f195c4de0f39acc367862f88596dabd6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -15,6 +15,7 @@ __pycache__/
 /dist/
 *.egg-info/
 .eggs/
+/doc/_generated
 
 # Unittest / coverage
 *.py,cover
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 3861fa77dae9aca2a6f592c197b9a951f86e2c81..2f28b8ca3b9a6dfc1ffe20ca779db10cc226a954 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -3,3 +3,9 @@ include:
 
 test-3.6:
   extends: ".test-3.6"
+
+deploy_docs:
+  extends: ".sphinx_and_artifacts"
+
+pages:
+  extends: ".pages"
diff --git a/README.md b/README.md
index 4fca54cb0fb95b6f2a8680259a134094ae248f79..b70839c6d5c68889385b954eda67ff8452979977 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,20 @@
 # EwoksDask: Dask binding for Ewoks
+
+ewoskdask provides distributed task scheduling for Ewoks workflows.
+
+## Install
+
+```bash
+python -m pip install ewoksdask[test]
+```
+
+## Test
+
+```bash
+pytest --pyargs ewoksdask.tests
+```
+
+## Documentation
+
+https://workflow.gitlab-pages.esrf.fr/ewoks/ewoksdask/
+
diff --git a/doc/_templates/autosummary/class.rst b/doc/_templates/autosummary/class.rst
new file mode 100644
index 0000000000000000000000000000000000000000..16ebb2f3386d241198f4c0c214561a1154170f9d
--- /dev/null
+++ b/doc/_templates/autosummary/class.rst
@@ -0,0 +1,32 @@
+{{ fullname | escape | underline}}
+
+.. currentmodule:: {{ module }}
+
+.. autoclass:: {{ objname }}
+   :members:
+   :show-inheritance:
+   :inherited-members:
+
+   {% block methods %}
+   .. automethod:: __init__
+
+   {% if methods %}
+   .. rubric:: {{ _('Methods') }}
+
+   .. autosummary::
+   {% for item in methods %}
+      ~{{ name }}.{{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
+
+   {% block attributes %}
+   {% if attributes %}
+   .. rubric:: {{ _('Attributes') }}
+
+   .. autosummary::
+   {% for item in attributes %}
+      ~{{ name }}.{{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
\ No newline at end of file
diff --git a/doc/_templates/autosummary/module.rst b/doc/_templates/autosummary/module.rst
new file mode 100644
index 0000000000000000000000000000000000000000..c0a391d420adf8f5727e695bb55f7d2b02f4b5c2
--- /dev/null
+++ b/doc/_templates/autosummary/module.rst
@@ -0,0 +1,64 @@
+{{ fullname | escape | underline}}
+
+.. automodule:: {{ fullname }}
+  
+   {% block attributes %}
+   {% if attributes %}
+   .. rubric:: Module Attributes
+
+   .. autosummary::
+      :toctree:
+   {% for item in attributes %}
+      {{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
+
+   {% block functions %}
+   {% if functions %}
+   .. rubric:: {{ _('Functions') }}
+
+   .. autosummary::
+      :toctree:
+   {% for item in functions %}
+      {{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
+
+   {% block classes %}
+   {% if classes %}
+   .. rubric:: {{ _('Classes') }}
+
+   .. autosummary::
+      :toctree:
+   {% for item in classes %}
+      {{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
+
+   {% block exceptions %}
+   {% if exceptions %}
+   .. rubric:: {{ _('Exceptions') }}
+
+   .. autosummary::
+      :toctree:
+   {% for item in exceptions %}
+      {{ item }}
+   {%- endfor %}
+   {% endif %}
+   {% endblock %}
+
+{% block modules %}
+{% if modules %}
+.. rubric:: Modules
+
+.. autosummary::
+   :toctree:
+   :recursive:
+{% for item in modules %}
+   {{ item }}
+{%- endfor %}
+{% endif %}
+{% endblock %}
\ No newline at end of file
diff --git a/doc/api.rst b/doc/api.rst
new file mode 100644
index 0000000000000000000000000000000000000000..9b51d07f109c3c8197f3e8034a80bcec5dcbde13
--- /dev/null
+++ b/doc/api.rst
@@ -0,0 +1,8 @@
+API documentation
+=================
+
+.. autosummary::
+    :toctree: _generated
+    :recursive:
+
+    ewoksdask
diff --git a/doc/conf.py b/doc/conf.py
new file mode 100644
index 0000000000000000000000000000000000000000..73370c48ca649fdbfa03449e05c406b3ccf0366f
--- /dev/null
+++ b/doc/conf.py
@@ -0,0 +1,19 @@
+"""rm -rf doc/_generated/; python setup.py build_sphinx -E -a
+"""
+
+copyright = "2021, ESRF"
+author = "ESRF"
+
+extensions = ["sphinx.ext.autodoc", "sphinx.ext.autosummary"]
+templates_path = ["_templates"]
+exclude_patterns = []
+
+html_theme = "alabaster"
+html_static_path = []
+
+autosummary_generate = True
+autodoc_default_flags = [
+    "members",
+    "undoc-members",
+    "show-inheritance",
+]
diff --git a/doc/index.rst b/doc/index.rst
new file mode 100644
index 0000000000000000000000000000000000000000..b99d1693307140c13edbfc33e63daf64c0e7e7d9
--- /dev/null
+++ b/doc/index.rst
@@ -0,0 +1,11 @@
+ewoskdask |release|
+===================
+
+ewoskdask provides distributed task scheduling for Ewoks workflows.
+
+ewoskdask has been developed by the `Software group <http://www.esrf.eu/Instrumentation/software>`_ of the `European Synchrotron <https://www.esrf.eu/>`_.
+
+.. toctree::
+    :maxdepth: 2
+
+    api
diff --git a/setup.cfg b/setup.cfg
index bbaa0b0af3299101b3291efe992b5d0f6819489d..bab20d5e58bb1c3eac77a184caf72329342523b8 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -9,7 +9,9 @@ long_description_content_type = text/markdown
 license = MIT
 url = https://gitlab.esrf.fr/workflow/ewoks/ewoksdask
 project_urls = 
-    Bug Tracker = https://gitlab.esrf.fr/workflow/ewoks/ewoksdask/-/issues
+    Source = https://gitlab.esrf.fr/workflow/ewoks/ewoksdask
+    Documentation = https://workflow.gitlab-pages.esrf.fr/ewoks/ewoksdask
+    Tracker = https://gitlab.esrf.fr/workflow/ewoks/ewoksdask/issues
 classifiers = 
     Intended Audience :: Science/Research
     License :: OSI Approved :: MIT License
@@ -33,6 +35,8 @@ dev =
     black
     flake8
     %(test)s
+doc = 
+    sphinx
 
 # E501 (line too long) ignored for now
 # E203 and W503 incompatible with black formatting (https://black.readthedocs.io/en/stable/compatible_configs.html#flake8)
@@ -41,3 +45,9 @@ ignore = E501, E203, W503
 max-line-length = 88
 exclude = 
     .eggs
+
+[build_sphinx]
+project = ewoksdask
+version = attr: ewoksdask.__version__
+release = 0.1
+source-dir = ./doc