diff --git a/posts/query/notebooks/global_search_nb/index.html b/posts/query/notebooks/global_search_nb/index.html
index bd1209ed..336a465f 100644
--- a/posts/query/notebooks/global_search_nb/index.html
+++ b/posts/query/notebooks/global_search_nb/index.html
@@ -1,4 +1,276 @@
 
+
+
+
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title></title>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bulma@0.9.4/css/bulma.min.css">
+    <link href="https://unpkg.com/prismjs@1.20.0/themes/prism-okaidia.css" rel="stylesheet">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Primer/19.1.1/tooltips.min.css" crossorigin="anonymous" referrerpolicy="no-referrer">
+    <style>
+html {
+    padding: 0;
+    margin: 0;
+}
+
+body{
+    font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+    padding: 0;
+    margin: 0;
+}
+
+footer{
+    width: 100%;
+	height: 32px;
+	font-size: 12px;
+	display: flex;
+	flex-direction: row;
+	justify-content: center;
+	gap: 18px;
+	align-items: center;
+	color: #5d5d5d;
+	background: #e9eaeb;
+	border-top: 1px solid #c4c5c6;
+}
+
+#cookiesManager{
+    cursor: pointer;
+    color: #485fc7;
+}
+
+.page-content {
+    display: flex;
+    flex-direction: row;
+    margin: 0;
+    padding: 0;
+    overflow: scroll;
+    padding: 0;
+    margin: 0;
+}
+
+header {
+    background-color: lightgrey;
+    height: 2%;
+    padding: 10px;
+}
+
+nav {
+    padding: 1em;
+    min-width: 200px;
+}
+
+main {
+    flex: 1;
+    padding: 0 5em 0 5em;
+}
+
+.logotitle {
+    font-size: 1.5em;
+    font-weight: bold;
+    margin: 5px;
+}
+
+.number {
+    all: unset;
+}
+
+.tag.token {
+    all: unset;
+}
+
+main ul {
+    list-style-type: disc;
+    padding-left: 30px;
+    margin-top: 10px;
+}
+
+h1 {
+    font-size: 2rem;
+    margin-top: 10px;
+}
+
+h2 {
+    font-size: 1.5rem;
+    margin-top: 10px;
+    font-weight: 500;
+}
+
+h3 {
+    font-size: 1rem;
+    margin-top: 10px; 
+    font-weight: 500;
+}
+p {
+    margin-top: 10px;
+}
+
+/* Accessibility styling */
+
+a {
+    color: #485fc7;
+    text-decoration: underline;
+}
+
+.menu-list a {
+    text-decoration: none;
+}
+
+
+.token.comment, .token.prolog, .token.doctype, .token.cdata {
+    color: #8093a5;
+}
+
+.token.property, .token.tag, .token.constant, .token.symbol, .token.deleted {
+    color: #ff36ab;
+}
+</style>
+    <script type="module" async="">import mermaid from "https://unpkg.com/mermaid@10/dist/mermaid.esm.min.mjs";document.addEventListener('DOMContentLoaded', mermaid.initialize({"loadOnSave":true}));</script>
+    <script>function showTooltip(o,e){o.trigger.className.includes("tooltipped")||(o.trigger.children[0].className="tooltipped tooltipped-s",o.trigger.children[0].ariaLabel=e)}window.addEventListener("load",()=>{var o=new ClipboardJS(".code-copy");o.on("success",o=>showTooltip(o,"Copied!")),o.on("error",o=>showTooltip(o,"Failed..."))});</script>
+<script async="" src="https://cdn.jsdelivr.net/npm/clipboard@2.0.11/dist/clipboard.min.js"></script>
+
+    
+    <script src="https://wcpstatic.microsoft.com/mscc/lib/v2/wcp-consent.js" type="text/javascript"></script>
+    <script>
+        function onConsentChanged(categoryPreferences) {
+            console.log("onConsentChanged", categoryPreferences);        
+        }
+
+        var siteConsent
+
+        function initialize(){
+          var currentYear = new Date().getFullYear()
+          document.getElementById("copyright").innerHTML = `©️ ${currentYear} Microsoft`;
+          window.WcpConsent && WcpConsent.init("en-US", "cookie-banner", function (err, _siteConsent) {
+              if (!err) {
+                  siteConsent = _siteConsent;  //siteConsent is used to get the current consent  
+              } else {
+                  console.log("Error initializing WcpConsent: "+ err);
+              }
+          }, onConsentChanged, WcpConsent.themes.light);
+        }
+
+        addEventListener("DOMContentLoaded", initialize)
+        addEventListener("DOMContentLoaded", checkCookieManager)
+
+        function checkCookieManager(){
+          if(siteConsent.isConsentRequired){
+            document.getElementById("cookiesManager").style.display = 'block';
+            document.getElementById("divider").style.display = 'block';
+          }
+          else{
+            document.getElementById("cookiesManager").style.display = 'none';
+            document.getElementById("divider").style.display = 'none';
+          }
+        }
+
+        function manageConsent() {
+        if(siteConsent.isConsentRequired){
+            siteConsent.manageConsent();
+        }
+    }
+    </script>
+    
+  </head>
+  <body>
+    <header>
+        <div id="cookie-banner"></div>
+        <a href="/graphrag/"><span class="logotitle">GraphRAG</span></a>
+    </header>
+    <div class="page-content">
+        <!-- Sidebar -->
+        <aside class="menu">
+          <ul class="menu-list">
+            <li>
+              
+<a href="/graphrag/">Welcome</a>
+
+            </li>
+
+            <!-- Get Started Links -->
+            <li>
+              
+<a href="/graphrag/posts/get_started/">Get Started</a>
+
+              
+<a href="/graphrag/posts/developing/">Developing</a>
+
+            </li>
+
+            <!-- Indexing Links -->
+            <li>
+                
+<a href="/graphrag/posts/index/overview/">Indexing</a>
+
+                <ul><li>
+<a href="/graphrag/posts/index/0-architecture/">Architecture</a>
+</li><li>
+<a href="/graphrag/posts/index/1-default_dataflow/">Dataflow</a>
+</li><li>
+<a href="/graphrag/posts/index/2-cli/">CLI</a>
+</li><li>
+<a href="/graphrag/posts/index/3-prompt_tuning/">Prompt Tuning</a>
+</li><li>
+                    
+<a href="/graphrag/posts/config/overview/">Configuration</a>
+
+                    <ul>
+                      <li>
+<a href="/graphrag/posts/config/env_vars">Using Env Vars</a>
+</li>
+                      <li>
+<a href="/graphrag/posts/config/json_yaml">Using JSON or YAML</a>
+</li>
+                      <li>
+<a href="/graphrag/posts/config/custom">Fully Custom</a>
+</li>
+                      <li>
+<a href="/graphrag/posts/config/template">Template</a>
+</li>
+                    </ul>
+                  </li>
+                </ul>
+            </li>
+            
+
+            <!-- Query Links -->
+            <li>
+              
+<a href="/graphrag/posts/query/overview/">Query</a>
+
+              <ul><li>
+<a href="/graphrag/posts/query/0-global_search/">Global Search</a>
+</li><li>
+<a href="/graphrag/posts/query/1-local_search/">Local Search</a>
+</li><li>
+<a href="/graphrag/posts/query/2-question_generation/">Question Generation</a>
+</li><li>
+<a href="/graphrag/posts/query/3-cli/">CLI</a>
+</li><li>
+                  
+<a href="/graphrag/posts/query/notebooks/overview/">Notebooks</a>
+
+                  <ul>
+                    <li>
+<a href="/graphrag/posts/query/notebooks/global_search_nb">Global Search</a>
+</li>
+                    <li>
+<a href="/graphrag/posts/query/notebooks/local_search_nb">Local Search</a>
+</li>
+                  </ul>
+                </li>
+            </ul>
+            </li>
+          </ul>
+        </aside>
+
+        <!-- Main Content -->
+        <main>
+            <h1></h1>
+            
 <div style="position: relative">
   <pre class="language-python"><code id="code-0" class="language-python"><span class="token comment"># Copyright (c) 2024 Microsoft Corporation. All rights reserved.</span></code></pre>
 
@@ -198,3 +470,23 @@ result<span class="token punctuation">.</span>context_data<span class="token pun
   </button>
 </div>
 <p>LLM calls: 13. LLM tokens: 184660</p>
+
+        </main>
+    </div>
+    <footer>
+      <a href="https://go.microsoft.com/fwlink/?LinkId=521839">Privacy</a>
+      |
+      <a href="https://go.microsoft.com/fwlink/?LinkId=2259814">Consumer Health Privacy</a>
+      |
+      <span id="cookiesManager" onClick="manageConsent();">Cookies</span>
+      <span id="divider">|</span>
+      <a href="https://go.microsoft.com/fwlink/?LinkID=206977">Terms of Use</a>
+      |
+      <a href="https://www.microsoft.com/trademarks">Trademarks</a>
+      |
+      <a href="https://www.microsoft.com" id="copyright"></a>
+      |
+      <a href="https://github.com/microsoft/graphrag">GitHub</a>
+    </footer>    
+  </body>
+</html>
\ No newline at end of file
diff --git a/posts/query/notebooks/local_search_nb/index.html b/posts/query/notebooks/local_search_nb/index.html
index 8bc08d5a..db0abba1 100644
--- a/posts/query/notebooks/local_search_nb/index.html
+++ b/posts/query/notebooks/local_search_nb/index.html
@@ -1,4 +1,276 @@
 
+
+
+
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title></title>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bulma@0.9.4/css/bulma.min.css">
+    <link href="https://unpkg.com/prismjs@1.20.0/themes/prism-okaidia.css" rel="stylesheet">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Primer/19.1.1/tooltips.min.css" crossorigin="anonymous" referrerpolicy="no-referrer">
+    <style>
+html {
+    padding: 0;
+    margin: 0;
+}
+
+body{
+    font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+    padding: 0;
+    margin: 0;
+}
+
+footer{
+    width: 100%;
+	height: 32px;
+	font-size: 12px;
+	display: flex;
+	flex-direction: row;
+	justify-content: center;
+	gap: 18px;
+	align-items: center;
+	color: #5d5d5d;
+	background: #e9eaeb;
+	border-top: 1px solid #c4c5c6;
+}
+
+#cookiesManager{
+    cursor: pointer;
+    color: #485fc7;
+}
+
+.page-content {
+    display: flex;
+    flex-direction: row;
+    margin: 0;
+    padding: 0;
+    overflow: scroll;
+    padding: 0;
+    margin: 0;
+}
+
+header {
+    background-color: lightgrey;
+    height: 2%;
+    padding: 10px;
+}
+
+nav {
+    padding: 1em;
+    min-width: 200px;
+}
+
+main {
+    flex: 1;
+    padding: 0 5em 0 5em;
+}
+
+.logotitle {
+    font-size: 1.5em;
+    font-weight: bold;
+    margin: 5px;
+}
+
+.number {
+    all: unset;
+}
+
+.tag.token {
+    all: unset;
+}
+
+main ul {
+    list-style-type: disc;
+    padding-left: 30px;
+    margin-top: 10px;
+}
+
+h1 {
+    font-size: 2rem;
+    margin-top: 10px;
+}
+
+h2 {
+    font-size: 1.5rem;
+    margin-top: 10px;
+    font-weight: 500;
+}
+
+h3 {
+    font-size: 1rem;
+    margin-top: 10px; 
+    font-weight: 500;
+}
+p {
+    margin-top: 10px;
+}
+
+/* Accessibility styling */
+
+a {
+    color: #485fc7;
+    text-decoration: underline;
+}
+
+.menu-list a {
+    text-decoration: none;
+}
+
+
+.token.comment, .token.prolog, .token.doctype, .token.cdata {
+    color: #8093a5;
+}
+
+.token.property, .token.tag, .token.constant, .token.symbol, .token.deleted {
+    color: #ff36ab;
+}
+</style>
+    <script type="module" async="">import mermaid from "https://unpkg.com/mermaid@10/dist/mermaid.esm.min.mjs";document.addEventListener('DOMContentLoaded', mermaid.initialize({"loadOnSave":true}));</script>
+    <script>function showTooltip(o,e){o.trigger.className.includes("tooltipped")||(o.trigger.children[0].className="tooltipped tooltipped-s",o.trigger.children[0].ariaLabel=e)}window.addEventListener("load",()=>{var o=new ClipboardJS(".code-copy");o.on("success",o=>showTooltip(o,"Copied!")),o.on("error",o=>showTooltip(o,"Failed..."))});</script>
+<script async="" src="https://cdn.jsdelivr.net/npm/clipboard@2.0.11/dist/clipboard.min.js"></script>
+
+    
+    <script src="https://wcpstatic.microsoft.com/mscc/lib/v2/wcp-consent.js" type="text/javascript"></script>
+    <script>
+        function onConsentChanged(categoryPreferences) {
+            console.log("onConsentChanged", categoryPreferences);        
+        }
+
+        var siteConsent
+
+        function initialize(){
+          var currentYear = new Date().getFullYear()
+          document.getElementById("copyright").innerHTML = `©️ ${currentYear} Microsoft`;
+          window.WcpConsent && WcpConsent.init("en-US", "cookie-banner", function (err, _siteConsent) {
+              if (!err) {
+                  siteConsent = _siteConsent;  //siteConsent is used to get the current consent  
+              } else {
+                  console.log("Error initializing WcpConsent: "+ err);
+              }
+          }, onConsentChanged, WcpConsent.themes.light);
+        }
+
+        addEventListener("DOMContentLoaded", initialize)
+        addEventListener("DOMContentLoaded", checkCookieManager)
+
+        function checkCookieManager(){
+          if(siteConsent.isConsentRequired){
+            document.getElementById("cookiesManager").style.display = 'block';
+            document.getElementById("divider").style.display = 'block';
+          }
+          else{
+            document.getElementById("cookiesManager").style.display = 'none';
+            document.getElementById("divider").style.display = 'none';
+          }
+        }
+
+        function manageConsent() {
+        if(siteConsent.isConsentRequired){
+            siteConsent.manageConsent();
+        }
+    }
+    </script>
+    
+  </head>
+  <body>
+    <header>
+        <div id="cookie-banner"></div>
+        <a href="/graphrag/"><span class="logotitle">GraphRAG</span></a>
+    </header>
+    <div class="page-content">
+        <!-- Sidebar -->
+        <aside class="menu">
+          <ul class="menu-list">
+            <li>
+              
+<a href="/graphrag/">Welcome</a>
+
+            </li>
+
+            <!-- Get Started Links -->
+            <li>
+              
+<a href="/graphrag/posts/get_started/">Get Started</a>
+
+              
+<a href="/graphrag/posts/developing/">Developing</a>
+
+            </li>
+
+            <!-- Indexing Links -->
+            <li>
+                
+<a href="/graphrag/posts/index/overview/">Indexing</a>
+
+                <ul><li>
+<a href="/graphrag/posts/index/0-architecture/">Architecture</a>
+</li><li>
+<a href="/graphrag/posts/index/1-default_dataflow/">Dataflow</a>
+</li><li>
+<a href="/graphrag/posts/index/2-cli/">CLI</a>
+</li><li>
+<a href="/graphrag/posts/index/3-prompt_tuning/">Prompt Tuning</a>
+</li><li>
+                    
+<a href="/graphrag/posts/config/overview/">Configuration</a>
+
+                    <ul>
+                      <li>
+<a href="/graphrag/posts/config/env_vars">Using Env Vars</a>
+</li>
+                      <li>
+<a href="/graphrag/posts/config/json_yaml">Using JSON or YAML</a>
+</li>
+                      <li>
+<a href="/graphrag/posts/config/custom">Fully Custom</a>
+</li>
+                      <li>
+<a href="/graphrag/posts/config/template">Template</a>
+</li>
+                    </ul>
+                  </li>
+                </ul>
+            </li>
+            
+
+            <!-- Query Links -->
+            <li>
+              
+<a href="/graphrag/posts/query/overview/">Query</a>
+
+              <ul><li>
+<a href="/graphrag/posts/query/0-global_search/">Global Search</a>
+</li><li>
+<a href="/graphrag/posts/query/1-local_search/">Local Search</a>
+</li><li>
+<a href="/graphrag/posts/query/2-question_generation/">Question Generation</a>
+</li><li>
+<a href="/graphrag/posts/query/3-cli/">CLI</a>
+</li><li>
+                  
+<a href="/graphrag/posts/query/notebooks/overview/">Notebooks</a>
+
+                  <ul>
+                    <li>
+<a href="/graphrag/posts/query/notebooks/global_search_nb">Global Search</a>
+</li>
+                    <li>
+<a href="/graphrag/posts/query/notebooks/local_search_nb">Local Search</a>
+</li>
+                  </ul>
+                </li>
+            </ul>
+            </li>
+          </ul>
+        </aside>
+
+        <!-- Main Content -->
+        <main>
+            <h1></h1>
+            
 <div style="position: relative">
   <pre class="language-python"><code id="code-0" class="language-python"><span class="token comment"># Copyright (c) 2024 Microsoft Corporation. All rights reserved.</span></code></pre>
 
@@ -494,3 +766,23 @@ candidate_questions <span class="token operator">=</span> <span class="token key
     <span style="display:inline-block;background:url(https://api.iconify.design/mdi/content-copy.svg) no-repeat center center / contain;width: 16px; height: 16px;" class=""></span>
   </button>
 </div>
+
+        </main>
+    </div>
+    <footer>
+      <a href="https://go.microsoft.com/fwlink/?LinkId=521839">Privacy</a>
+      |
+      <a href="https://go.microsoft.com/fwlink/?LinkId=2259814">Consumer Health Privacy</a>
+      |
+      <span id="cookiesManager" onClick="manageConsent();">Cookies</span>
+      <span id="divider">|</span>
+      <a href="https://go.microsoft.com/fwlink/?LinkID=206977">Terms of Use</a>
+      |
+      <a href="https://www.microsoft.com/trademarks">Trademarks</a>
+      |
+      <a href="https://www.microsoft.com" id="copyright"></a>
+      |
+      <a href="https://github.com/microsoft/graphrag">GitHub</a>
+    </footer>    
+  </body>
+</html>
\ No newline at end of file
diff --git a/posts/query/notebooks/overview/index.html b/posts/query/notebooks/overview/index.html
index 42d07876..6609153d 100644
--- a/posts/query/notebooks/overview/index.html
+++ b/posts/query/notebooks/overview/index.html
@@ -273,7 +273,7 @@ a {
             <p>For examples about running Query please refer to the following notebooks:</p>
 <ul>
 <li><a href="/graphrag/posts/query/notebooks/global_search_nb">Global Search Notebook</a></li>
-<li><a href="/graphrag/posts/query/notebooks/ocal_search_nb">Local Search Notebook</a></li>
+<li><a href="/graphrag/posts/query/notebooks/local_search_nb">Local Search Notebook</a></li>
 </ul>
 
         </main>
