diff --git a/docs/css/custom.css b/docs/css/custom.css
index ac643adff..18236a29f 100644
--- a/docs/css/custom.css
+++ b/docs/css/custom.css
@@ -1,4 +1,4 @@
-:root {
+[data-md-color-scheme="hopsworks"] {
   --md-primary-fg-color: #1eb382;
   --md-secondary-fg-color: #188a64;
   --md-tertiary-fg-color: #0d493550;
@@ -9,7 +9,6 @@
 .md-footer__inner:not([hidden]) {
   display: none;
 }
-
 /* Lex did stuff here */
 .svg_topnav {
   width: 12px;
@@ -24,6 +23,10 @@
   box-shadow: 0 0 0 0;
 }
 
+.md-tabs__item {
+  min-width: 2.5rem;
+}
+
 .md-tabs__item:hover {
   background-color: var(--md-tertiary-fg-color);
   transition: background-color 450ms;
diff --git a/docs/css/dropdown.css b/docs/css/dropdown.css
index e1d672432..c1c768fa2 100644
--- a/docs/css/dropdown.css
+++ b/docs/css/dropdown.css
@@ -17,7 +17,7 @@ overflow: inherit;
 
 /* The container <div> - needed to position the dropdown content */
 .dropdown {
-  position: relative;
+  position: absolute;
   display: inline-block;
 }
 
diff --git a/docs/js/inject-api-links.js b/docs/js/inject-api-links.js
index 8e05a50b6..156650f66 100644
--- a/docs/js/inject-api-links.js
+++ b/docs/js/inject-api-links.js
@@ -1,19 +1,25 @@
 window.addEventListener("DOMContentLoaded", function () {
     var windowPathNameSplits = window.location.pathname.split("/");
     var majorVersionRegex = new RegExp("(\\d+[.]\\d+)")
+    var latestRegex = new RegExp("latest")
     if (majorVersionRegex.test(windowPathNameSplits[1])) { // On landing page docs.hopsworks.api/3.0 - URL contains major version
         // Version API dropdown
         document.getElementById("hopsworks_api_link").href = "https://docs.hopsworks.ai/hopsworks-api/" + windowPathNameSplits[1] + "/generated/api/login/";
         document.getElementById("hsfs_api_link").href = "https://docs.hopsworks.ai/feature-store-api/" + windowPathNameSplits[1] + "/generated/api/connection_api/";
-        document.getElementById("hsml_api_link").href = "https://docs.hopsworks.ai/machine-learning-api/" + windowPathNameSplits[1] + "/generated/connection_api/";
         document.getElementById("hsfs_javadoc_link").href = "https://docs.hopsworks.ai/feature-store-api/" + windowPathNameSplits[1] + "/javadoc";
+        document.getElementById("hsml_api_link").href = "https://docs.hopsworks.ai/machine-learning-api/" + windowPathNameSplits[1] + "/generated/connection_api/";
     } else { // on docs.hopsworks.api/feature-store-api/3.0 / docs.hopsworks.api/hopsworks-api/3.0 / docs.hopsworks.api/machine-learning-api/3.0
-        var apiVersion = windowPathNameSplits[2];
-        var majorVersion = apiVersion.match(majorVersionRegex)[0];
+        
+        if (latestRegex.test(windowPathNameSplits[2]) || latestRegex.test(windowPathNameSplits[1])) {
+            var majorVersion = "latest";
+        } else {
+            var apiVersion = windowPathNameSplits[2];
+            var majorVersion = apiVersion.match(majorVersionRegex)[0];
+        }
         // Version main navigation
         document.getElementsByClassName("md-tabs__link")[0].href = "https://docs.hopsworks.ai/" + majorVersion;
-        document.getElementsByClassName("md-tabs__link")[1].href = "https://docs.hopsworks.ai/" + majorVersion + "/getting_started/quickstart/";
-        document.getElementsByClassName("md-tabs__link")[2].href = "https://docs.hopsworks.ai/" + majorVersion + "/tutorials/fraud_batch/1_feature_groups/";
+        document.getElementsByClassName("md-tabs__link")[1].href = "https://colab.research.google.com/github/logicalclocks/hopsworks-tutorials/blob/master/quickstart.ipynb";
+        document.getElementsByClassName("md-tabs__link")[2].href = "https://docs.hopsworks.ai/" + majorVersion + "/tutorials/";
         document.getElementsByClassName("md-tabs__link")[3].href = "https://docs.hopsworks.ai/" + majorVersion + "/concepts/hopsworks/";
         document.getElementsByClassName("md-tabs__link")[4].href = "https://docs.hopsworks.ai/" + majorVersion + "/user_guides/";
         document.getElementsByClassName("md-tabs__link")[5].href = "https://docs.hopsworks.ai/" + majorVersion + "/setup_installation/aws/getting_started/";
diff --git a/overrides/main.html b/docs/overrides/main.html
similarity index 100%
rename from overrides/main.html
rename to docs/overrides/main.html
diff --git a/mkdocs.yml b/mkdocs.yml
index e2ea85026..498cd3ae8 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -283,7 +283,7 @@ nav:
 
 theme:
   name: material
-  custom_dir: overrides
+  custom_dir: docs/overrides
   favicon: assets/images/favicon.ico
   logo: assets/images/hops-logo.png
   icon:
@@ -293,6 +293,7 @@ theme:
     code: "IBM Plex Mono"
   palette:
     accent: teal
+    scheme: hopsworks
   features:
     - navigation.tabs
     - navigation.tabs.sticky