diff --git a/_config.yml b/_config.yml
index 3b8537c86b3d721265bfb4fdff1d5658564808d8..4ba494b973f01afdc3f85ca01589346ba90c6b72 100644
--- a/_config.yml
+++ b/_config.yml
@@ -15,7 +15,7 @@
 # in the templates via {{ site.myvariable }}.
 title: Just the Docs
 description: A Jekyll theme for documentation
-# baseurl: "" # the subpath of your site, e.g. /blog
+baseurl: "/just-the-docs" # the subpath of your site, e.g. /blog
 # url: "" # the base hostname & protocol for your site, e.g. http://example.com
 
 sass:
diff --git a/_layouts/default.html b/_layouts/default.html
index fd3c62c013ae0fc90fb032612057fb86df5bdb76..87f37066f708a0b8de1313a252378c2029ac3dad 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -5,7 +5,7 @@
 
   <div class="page-wrap">
     <div class="side-bar">
-      <a href="{{ site.url }}" class="site-title fs-6 text-grey-dk-300 lh-tight">{{ site.title }}</a>
+      <a href="{{ site.baseurl }}/" class="site-title fs-6 text-grey-dk-300 lh-tight">{{ site.title }}</a>
       <span class="fs-3"><button class="js-main-nav-trigger navigation-list-toggle btn btn-outline" type="button" data-text-toggle="Hide">Menu</button></span>
       <div class="navigation main-nav js-main-nav">
         {% include nav.html %}
diff --git a/assets/js/just-the-docs.js b/assets/js/just-the-docs.js
index 286c8fb158b1f282bc3f5e8fa72269b68de3f4ea..dd24cfc854e25a5c37e96ffecc849539a524f24e 100644
--- a/assets/js/just-the-docs.js
+++ b/assets/js/just-the-docs.js
@@ -35,14 +35,29 @@ function initSearch() {
   var index = lunr(function () {
     this.ref('id');
     this.field('title', { boost: 20 });
-    this.field('content');
+    this.field('content', { boost: 10 });
     this.field('url');
   });
 
   // Get the generated search_data.json file so lunr.js can search it locally.
 
+  sc = document.getElementsByTagName("script");
+  source = '';
+
+  for(idx = 0; idx < sc.length; idx++)
+  {
+    s = sc.item(idx);
+
+    if(s.src && s.src.match(/just-the-docs\.js$/))
+    { source = s.src; }
+  }
+
+  jsPath = source.replace('just-the-docs.js', '');
+
+  jsonPath = jsPath + '/search-data.json';
+
   var request = new XMLHttpRequest();
-  request.open('GET', '/search-data.json', true);
+  request.open('GET', jsonPath, true);
 
   request.onload = function() {
     if (request.status >= 200 && request.status < 400) {
@@ -103,11 +118,12 @@ function initSearch() {
             var resultsLink = document.createElement('a');
             var resultsUrlDesc = document.createElement('span');
             var resultsUrl = store[results[i].ref].url;
+            var resultsRelUrl = store[results[i].ref].relUrl;
             var resultsTitle = store[results[i].ref].title;
 
-            resultsLink.setAttribute('href', store[results[i].ref].url);
+            resultsLink.setAttribute('href', resultsUrl);
             resultsLink.innerText = resultsTitle;
-            resultsUrlDesc.innerText = resultsUrl;
+            resultsUrlDesc.innerText = resultsRelUrl;
 
             resultsList.classList.add('search-results-list');
             resultsListItem.classList.add('search-results-list-item');
diff --git a/lib/tasks/search.rake b/lib/tasks/search.rake
index e653be896beddc9b4c65e03e1889e51270a67ea4..0e433b2aea3062f049f46a5e489d67891a3ab835 100644
--- a/lib/tasks/search.rake
+++ b/lib/tasks/search.rake
@@ -2,10 +2,12 @@ namespace :search do
   desc 'Generate the files needed for search functionality'
   task :init do
     puts 'Creating search data json file...'
-    touch 'search-data.json'
+    touch 'assets/js/search-data.json'
     content = %Q[{{ page.content | markdownify | strip_html | xml_escape | remove: 'Table of contents' | strip_newlines | replace: '\\', ' ' }}]
 
-    File.open('search-data.json', 'w') do |f|
+    puts 'Generating content...'
+
+    File.open('assets/js/search-data.json', 'w') do |f|
       f.puts '---
 ---
 {
@@ -18,5 +20,6 @@ namespace :search do
   {% endif %}{% endfor %}
 }'
     end
+    puts 'Done.'
   end
 end
diff --git a/search-data.json b/search-data.json
deleted file mode 100644
index 4a71e7c0943b7cf2add39949507029065774b8ae..0000000000000000000000000000000000000000
--- a/search-data.json
+++ /dev/null
@@ -1,11 +0,0 @@
----
----
-{
-  {% for page in site.html_pages %}"{{ forloop.index0 }}": {
-    "id": "{{ forloop.index0 }}",
-    "title": "{{ page.title | xml_escape }}",
-    "content": "{{ page.content | markdownify | strip_html | xml_escape | remove: 'Table of contents' | remove: page.title | strip_newlines | replace: '\', ' '}}",
-    "url": "{{ page.url | xml_escape }}"
-  }{% if forloop.last %}{% else %},
-  {% endif %}{% endfor %}
-}