docs: fix toc in search au class

Change-Id: I7c678a9091a5d2c7bdfcf5e104597d9c1986d5f0
diff --git a/docs/html/resources/resources_toc.cs b/docs/html/resources/resources_toc.cs
index 890f92a..e1a5e0f 100644
--- a/docs/html/resources/resources_toc.cs
+++ b/docs/html/resources/resources_toc.cs
@@ -101,7 +101,8 @@
       <li class="toggle-list">
         <div><a href="<?cs var:toroot ?>training/search/index.html">
             <span class="en">Adding Search Functionality</span>
-          </a></div>
+          </a> <span class="new">new!</span>
+        </div>
         <ul>
           <li><a href="<?cs var:toroot ?>training/search/setup.html">
             <span class="en">Setting up the Search Interface</span>
diff --git a/docs/html/training/search/backward-compat.jd b/docs/html/training/search/backward-compat.jd
index de0e3d2..0894fa9 100644
--- a/docs/html/training/search/backward-compat.jd
+++ b/docs/html/training/search/backward-compat.jd
@@ -10,8 +10,8 @@
       <h2>This lesson teaches you to</h2>
 
       <ul>
-        <li><a href="{@docRoot}training/search/backward-compat.html#set-sdk">Set Minimum and Target
-        SDK Values</a></li>
+        <li><a href="{@docRoot}training/search/backward-compat.html#set-sdk">Set Minimum
+        and Target API levels</a></li>
 
         <li><a href="{@docRoot}training/search/backward-compat.html#provide-sd">Provide the Search
         Dialog for Older Devices</a></li>