diff --git a/docs/source/_static/params.css b/docs/source/_static/params.css
deleted file mode 100644
index 249b79c7..00000000
--- a/docs/source/_static/params.css
+++ /dev/null
@@ -1,52 +0,0 @@
-/* Mirrors the change in:
- *   https://github.com/sphinx-doc/sphinx/pull/5976
- * which is not showing up in our theme.
- */
-.classifier:before {
-  font-style: normal;
-  margin: 0.5em;
-  content: ":";
-}
-
-/* Fix for text wrap in sphinx tables:
- * https://rackerlabs.github.io/docs-rackspace/tools/rtd-tables.html 
- */
-@media screen and (min-width: 767px) {
-  .wy-table-responsive table td {
-    /* !important prevents the common CSS stylesheets from overriding
-          this as on RTD they are loaded after this stylesheet */
-    white-space: normal !important;
-  }
-
-  .wy-table-responsive {
-    overflow: visible !important;
-  }
-}
-
-table.io-supported-types-table {
-  text-align: center;
-}
-
-table.io-supported-types-table thead {
-  text-align: center !important;
-}
-
-:root {
-  --pst-color-active-navigation: 114, 83, 237;
-  --pst-color-navbar-link: 77, 77, 77;
-  --pst-color-navbar-link-hover: var(--pst-color-active-navigation);
-  --pst-color-navbar-link-active: var(--pst-color-active-navigation);
-  --pst-color-sidebar-link: 77, 77, 77;
-  --pst-color-sidebar-link-hover: var(--pst-color-active-navigation);
-  --pst-color-sidebar-link-active: var(--pst-color-active-navigation);
-  --pst-color-sidebar-expander-background-hover: 244, 244, 244;
-  --pst-color-sidebar-caption: 77, 77, 77;
-  --pst-color-toc-link: 119, 117, 122;
-  --pst-color-toc-link-hover: var(--pst-color-active-navigation);
-  --pst-color-toc-link-active: var(--pst-color-active-navigation);
-}
-
-.special-table td,
-.special-table th {
-  border: 1px solid #dee2e6;
-}
diff --git a/docs/source/conf.py b/docs/source/conf.py
index ffba51d2..70ef75a1 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -1,7 +1,7 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
 #
-# Copyright (c) 2018, NVIDIA CORPORATION.
+# Copyright (c) 2018-2022, NVIDIA CORPORATION.
 #
 # pygdf documentation build configuration file, created by
 # sphinx-quickstart on Wed May  3 10:59:22 2017.
@@ -187,4 +187,5 @@
 
 
 def setup(app):
-    app.add_css_file('params.css')
+    app.add_css_file("https://docs.rapids.ai/assets/css/custom.css")
+    app.add_js_file("https://docs.rapids.ai/assets/js/custom.js", loading_method="defer")