diff --git a/docs/_templates/docs-sidebar.html b/docs/_templates/docs-sidebar.html
deleted file mode 100644
index d3b553e8..00000000
--- a/docs/_templates/docs-sidebar.html
+++ /dev/null
@@ -1,23 +0,0 @@
-
-{% if logo %}
-<a class="navbar-brand" href="{{ pathto(master_doc) }}">
-  <img src="{{ pathto('_static/' + logo, 1) }}" class="logo" alt="logo">
-</a>
-{% else %}
-<a class="navbar-brand-text" href="{{ pathto(master_doc) }}">
-CONTEXTILY
-</a>
-<p style="font-size:1.3em">Context geo tiles in Python</p>
-{% endif %}
-
-
-<form class="bd-search d-flex align-items-center" action="{{ pathto('search') }}" method="get">
-    <i class="icon fas fa-search"></i>
-    <input type="search" class="form-control" name="q" id="search-input" placeholder="{{ theme_search_bar_text }}" aria-label="{{ theme_search_bar_text }}" autocomplete="off" >
-</form>
-
-<nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
-  <div class="bd-toc-item active">
-    {{ generate_nav_html("sidebar", startdepth=0, maxdepth=4, collapse=False, includehidden=True, titles_only=True) }}
-  </div>
-</nav>
diff --git a/docs/_templates/layout.html b/docs/_templates/layout.html
deleted file mode 100644
index a9d0f30b..00000000
--- a/docs/_templates/layout.html
+++ /dev/null
@@ -1,5 +0,0 @@
-{% extends "pydata_sphinx_theme/layout.html" %}
-
-{# Silence the navbar #}
-{% block docs_navbar %}
-{% endblock %}
diff --git a/docs/conf.py b/docs/conf.py
index 022e4a15..aecb8fec 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -17,8 +17,9 @@
 # documentation root, use os.path.abspath to make it absolute, like shown here.
 #
 # import os
-# import sys
-# sys.path.insert(0, os.path.abspath('.'))
+import sys
+sys.path.insert(0, os.path.abspath(".."))
+import contextily  # noqa
 
 
 # -- Project information -----------------------------------------------------
@@ -28,7 +29,7 @@
 author = "Dani Arribas-Bel & Contexily Contributors"
 
 # The full version, including alpha/beta/rc tags
-release = "1.1.0"
+release = contextily.__version__
 
 
 # -- General configuration ---------------------------------------------------
@@ -60,7 +61,7 @@
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
 #
-html_theme = "pydata_sphinx_theme"
+html_theme = "sphinx_book_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,
@@ -71,8 +72,10 @@
     "css/custom.css",
 ]
 
-html_sidebars = {
-    "**": ["docs-sidebar.html"],
+html_theme_options = {
+    "logo": {
+        "text": "CONTEXTILY <br> Context geo tiles in Python",
+    }
 }
 
 intersphinx_mapping = {
diff --git a/docs/environment.yml b/docs/environment.yml
index 964c2784..e2a4f45f 100644
--- a/docs/environment.yml
+++ b/docs/environment.yml
@@ -2,7 +2,7 @@ name: contextily_docs
 channels:
 - conda-forge
 dependencies:
-- python=3.7
+- python=3.11
 # dependencies
 - numpy
 - geopy
@@ -20,4 +20,4 @@ dependencies:
 - nbsphinx
 - pandoc
 - ipython
-- pydata-sphinx-theme
+- sphinx-book-theme
diff --git a/docs/index.rst b/docs/index.rst
index 4b20d901..829e65f4 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -10,7 +10,7 @@ Contents
 --------
 
 .. toctree::
-   :maxdepth: 2
+   :maxdepth: 1
    :caption: User Guide
 
    intro_guide
@@ -22,7 +22,7 @@ Contents
    friends_cenpy_osmnx
 
 .. toctree::
-   :maxdepth: 2
+   :maxdepth: 1
    :caption: Reference Guide
 
    reference
diff --git a/readthedocs.yml b/readthedocs.yml
index 89380bbe..b121b70f 100644
--- a/readthedocs.yml
+++ b/readthedocs.yml
@@ -1,9 +1,12 @@
 version: 2
-formats: []
-conda:
-    environment: docs/environment.yml
+build:
+  os: ubuntu-22.04
+  tools:
+    python: mambaforge-latest
 python:
-    version: 3
-    install:
-        - method: pip
-          path: .
+  install:
+  - method: pip
+    path: .
+conda:
+  environment: docs/environment.yml
+formats: []
\ No newline at end of file