diff --git a/Makefile b/Makefile
index 777e014..5c95522 100644
--- a/Makefile
+++ b/Makefile
@@ -1,4 +1,4 @@
-# Generated by Medikit 0.4a5 on 2017-10-30.
+# Generated by Medikit 0.4.3 on 2017-12-08.
 # All changes will be overriden.
 
 PACKAGE ?= bonobo
@@ -10,6 +10,7 @@ PYTHON_REQUIREMENTS_DEV_FILE ?= requirements-dev.txt
 QUICK ?= 
 PIP ?= $(PYTHON_DIRNAME)/pip
 PIP_INSTALL_OPTIONS ?= 
+VERSION ?= $(shell git describe 2>/dev/null || git rev-parse --short HEAD)
 PYTEST ?= $(PYTHON_DIRNAME)/pytest
 PYTEST_OPTIONS ?= --capture=no --cov=$(PACKAGE) --cov-report html
 SPHINX_BUILD ?= $(PYTHON_DIRNAME)/sphinx-build
@@ -18,9 +19,9 @@ SPHINX_SOURCEDIR ?= docs
 SPHINX_BUILDDIR ?= $(SPHINX_SOURCEDIR)/_build
 YAPF ?= $(PYTHON) -m yapf
 YAPF_OPTIONS ?= -rip
-VERSION ?= $(shell git describe 2>/dev/null || echo dev)
+SPHINX_AUTOBUILD ?= $(PYTHON_DIRNAME)/sphinx-autobuild
 
-.PHONY: $(SPHINX_SOURCEDIR) clean format install install-dev test update update-requirements
+.PHONY: $(SPHINX_SOURCEDIR) clean format install install-dev test update update-requirements watch-$(SPHINX_SOURCEDIR)
 
 # Installs the local project dependencies.
 install:
@@ -57,3 +58,6 @@ $(SPHINX_SOURCEDIR): install-dev
 format: install-dev
 	$(YAPF) $(YAPF_OPTIONS) .
 	$(YAPF) $(YAPF_OPTIONS) Projectfile
+
+watch-$(SPHINX_SOURCEDIR):
+	$(SPHINX_AUTOBUILD) $(SPHINX_SOURCEDIR) $(shell mktemp -d)
diff --git a/Projectfile b/Projectfile
index c812fc1..1145c9d 100644
--- a/Projectfile
+++ b/Projectfile
@@ -2,6 +2,7 @@
 
 from medikit import require
 
+make = require('make')
 pytest = require('pytest')
 python = require('python')
 sphinx = require('sphinx')
@@ -49,6 +50,7 @@ python.add_requirements(
         'cookiecutter >=1.5,<1.6',
         'pytest-sugar >=0.8,<0.9',
         'pytest-timeout >=1,<2',
+        'sphinx-sitemap >=0.2,<0.3',
     ],
     docker=[
         'bonobo-docker',
@@ -59,4 +61,11 @@ python.add_requirements(
     ]
 )
 
+@listen(make.on_generate)
+def on_make_generate(event):
+    event.makefile['SPHINX_AUTOBUILD'] = '$(PYTHON_DIRNAME)/sphinx-autobuild'
+    event.makefile.add_target('watch-$(SPHINX_SOURCEDIR)', '''
+        $(SPHINX_AUTOBUILD) $(SPHINX_SOURCEDIR) $(shell mktemp -d)
+    ''', phony=True)
+
 # vim: ft=python:
diff --git a/config/conda.yml b/config/conda.yml
index 09b92de..610064e 100644
--- a/config/conda.yml
+++ b/config/conda.yml
@@ -9,6 +9,7 @@ dependencies:
   - fs ==2.0.3
   - psutil ==5.2.2
   - requests ==2.13.0
+  - sphinx-sitemap==0.2
   - stevedore ==1.21.0
   # for examples
   - pycountry ==17.9.23
diff --git a/docs/conf.py b/docs/conf.py
index afbbe83..50b1c5c 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -20,8 +20,11 @@ extensions = [
     'sphinx.ext.ifconfig',
     'sphinx.ext.viewcode',
     'sphinx.ext.graphviz',
+    'sphinx_sitemap',
 ]
 
+site_url = 'http://docs.bonobo-project.org/en/master/'
+
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['_templates']
 
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 553fefc..4e491e3 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,34 +1,38 @@
 -e .[dev]
 alabaster==0.7.10
-arrow==0.10.0
+arrow==0.12.0
+attrs==17.3.0
 babel==2.5.1
 binaryornot==0.4.4
-certifi==2017.7.27.1
+certifi==2017.11.5
 chardet==3.0.4
 click==6.7
 cookiecutter==1.5.1
-coverage==4.4.1
+coverage==4.4.2
 docutils==0.14
 future==0.16.0
 idna==2.6
 imagesize==0.7.1
 jinja2-time==0.2.0
-jinja2==2.9.6
+jinja2==2.10
 markupsafe==1.0
+pluggy==0.6.0
 poyo==0.4.1
-py==1.4.34
+py==1.5.2
 pygments==2.2.0
 pytest-cov==2.5.1
 pytest-sugar==0.8.0
-pytest-timeout==1.2.0
-pytest==3.2.3
+pytest-timeout==1.2.1
+pytest==3.3.1
 python-dateutil==2.6.1
-pytz==2017.2
+pytz==2017.3
 requests==2.18.4
 six==1.11.0
 snowballstemmer==1.2.1
+sphinx-sitemap==0.2
 sphinx==1.6.5
 sphinxcontrib-websupport==1.0.1
 termcolor==1.1.0
 urllib3==1.22
 whichcraft==0.4.1
+yapf==0.20.0
diff --git a/requirements-docker.txt b/requirements-docker.txt
index d6f1160..1748f0b 100644
--- a/requirements-docker.txt
+++ b/requirements-docker.txt
@@ -1,22 +1,20 @@
 -e .[docker]
 appdirs==1.4.3
 bonobo-docker==0.5.0
-certifi==2017.7.27.1
+certifi==2017.11.5
 chardet==3.0.4
-click==6.7
 colorama==0.3.9
 docker-pycreds==0.2.1
 docker==2.3.0
-fs==2.0.12
+fs==2.0.17
 idna==2.6
 packaging==16.8
 pbr==3.1.1
-psutil==5.4.0
+psutil==5.4.2
 pyparsing==2.2.0
-python-dotenv==0.7.1
-pytz==2017.2
+pytz==2017.3
 requests==2.18.4
 six==1.11.0
-stevedore==1.27.1
+stevedore==1.28.0
 urllib3==1.22
 websocket-client==0.44.0
diff --git a/requirements-jupyter.txt b/requirements-jupyter.txt
index 4e1d024..1ed0eb1 100644
--- a/requirements-jupyter.txt
+++ b/requirements-jupyter.txt
@@ -1,38 +1,38 @@
 -e .[jupyter]
 appnope==0.1.0
-bleach==2.1.1
+bleach==2.1.2
 decorator==4.1.2
 entrypoints==0.2.3
-html5lib==0.999999999
-ipykernel==4.6.1
+html5lib==1.0.1
+ipykernel==4.7.0
 ipython-genutils==0.2.0
 ipython==6.2.1
 ipywidgets==6.0.1
 jedi==0.11.0
-jinja2==2.9.6
+jinja2==2.10
 jsonschema==2.6.0
 jupyter-client==5.1.0
 jupyter-console==5.2.0
-jupyter-core==4.3.0
+jupyter-core==4.4.0
 jupyter==1.0.0
 markupsafe==1.0
-mistune==0.8
+mistune==0.8.3
 nbconvert==5.3.1
 nbformat==4.4.0
-notebook==5.2.0
+notebook==5.2.2
 pandocfilters==1.4.2
 parso==0.1.0
-pexpect==4.2.1
+pexpect==4.3.0
 pickleshare==0.7.4
 prompt-toolkit==1.0.15
 ptyprocess==0.5.2
 pygments==2.2.0
 python-dateutil==2.6.1
-pyzmq==16.0.2
+pyzmq==16.0.3
 qtconsole==4.3.1
 simplegeneric==0.8.1
 six==1.11.0
-terminado==0.6
+terminado==0.8.1
 testpath==0.3.1
 tornado==4.5.2
 traitlets==4.3.2
diff --git a/requirements.txt b/requirements.txt
index 13d5113..b882953 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,16 +1,16 @@
 -e .
 appdirs==1.4.3
-certifi==2017.7.27.1
+certifi==2017.11.5
 chardet==3.0.4
 colorama==0.3.9
-fs==2.0.12
+fs==2.0.17
 idna==2.6
 packaging==16.8
 pbr==3.1.1
-psutil==5.4.0
+psutil==5.4.2
 pyparsing==2.2.0
-pytz==2017.2
+pytz==2017.3
 requests==2.18.4
 six==1.11.0
-stevedore==1.27.1
+stevedore==1.28.0
 urllib3==1.22
diff --git a/setup.py b/setup.py
index 7b513dc..359513d 100644
--- a/setup.py
+++ b/setup.py
@@ -43,6 +43,14 @@ else:
 setup(
     author='Romain Dorgueil',
     author_email='romain@dorgueil.net',
+    data_files=[
+        (
+            'share/jupyter/nbextensions/bonobo-jupyter', [
+                'bonobo/ext/jupyter/static/extension.js', 'bonobo/ext/jupyter/static/index.js',
+                'bonobo/ext/jupyter/static/index.js.map'
+            ]
+        )
+    ],
     description=('Bonobo, a simple, modern and atomic extract-transform-load toolkit for '
                  'python 3.5+.'),
     license='Apache License, Version 2.0',
@@ -60,7 +68,7 @@ setup(
         'dev': [
             'cookiecutter (>= 1.5, < 1.6)', 'coverage (>= 4.4, < 5.0)', 'pytest (>= 3.1, < 4.0)',
             'pytest-cov (>= 2.5, < 3.0)', 'pytest-sugar (>= 0.8, < 0.9)', 'pytest-timeout (>= 1, < 2)',
-            'sphinx (>= 1.6, < 2.0)'
+            'sphinx (>= 1.6, < 2.0)', 'sphinx-sitemap (>= 0.2, < 0.3)', 'yapf'
         ],
         'docker': ['bonobo-docker'],
         'jupyter': ['ipywidgets (>= 6.0.0, < 7)', 'jupyter (>= 1.0, < 1.1)']