diff --git a/docs/source/conf.py b/docs/source/conf.py
index e4252cb2d70b3c4ce445437ffac34769c1261613..0f7ee5f03821e3e863233c4fff1b68981e2d6a9b 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -3,6 +3,48 @@
 # For the full list of built-in configuration values, 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.
+from importlib import import_module
+from docutils.parsers.rst import Directive
+from docutils import nodes
+from sphinx import addnodes
+import json
+import os
+import sys
+
+sys.path.insert(0, os.path.abspath(
+    os.path.join(
+        os.path.dirname(__file__),
+        '..', '..', 'resource_management')))
+
+class RenderAsJSON(Directive):
+    # cf. https://stackoverflow.com/a/59883833
+
+    required_arguments = 1
+
+    def run(self):
+        module_path, member_name = self.arguments[0].rsplit('.', 1)
+
+        member_data = getattr(import_module(module_path), member_name)
+        code = json.dumps(member_data, indent=2)
+
+        literal = nodes.literal_block(code, code)
+        literal['language'] = 'json'
+
+        return [
+                addnodes.desc_name(text=member_name),
+                addnodes.desc_content('', literal)
+        ]
+
+
+def setup(app):
+    app.add_directive('asjson', RenderAsJSON)
+
+
 # -- Project information -----------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
 
@@ -13,7 +55,11 @@ author = 'GN5'
 # -- General configuration ---------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
 
-extensions = []
+extensions = [
+  'sphinx_rtd_theme',
+  'sphinx.ext.autodoc',
+  'sphinx.ext.coverage'
+]
 
 templates_path = ['_templates']
 exclude_patterns = []
@@ -23,5 +69,12 @@ exclude_patterns = []
 # -- Options for HTML output -------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
 
-html_theme = 'alabaster'
+# html_theme = 'alabaster'
+html_theme = 'sphinx_rtd_theme'
 html_static_path = ['_static']
+
+# Both the class' and the __init__ method's docstring
+# are concatenated and inserted.
+autoclass_content = 'both'
+autodoc_typehints = 'none'
+