diff --git a/extensions/notebook/package.nls.json b/extensions/notebook/package.nls.json
index 012749963b..e1a1dd2bc4 100644
--- a/extensions/notebook/package.nls.json
+++ b/extensions/notebook/package.nls.json
@@ -39,5 +39,5 @@
 	"title.openJupyterBook": "Open Jupyter Book",
 	"title.closeJupyterBook": "Close Jupyter Book",
 	"title.revealInBooksViewlet": "Reveal in Books",
-	"title.createJupyterBook": "Create Book"
+	"title.createJupyterBook": "Create Book (Preview)"
 }
diff --git a/extensions/notebook/resources/notebooks/JupyterBooksCreate.ipynb b/extensions/notebook/resources/notebooks/JupyterBooksCreate.ipynb
index 425aca5c43..94bb513e9c 100644
--- a/extensions/notebook/resources/notebooks/JupyterBooksCreate.ipynb
+++ b/extensions/notebook/resources/notebooks/JupyterBooksCreate.ipynb
@@ -23,7 +23,7 @@
         {
             "cell_type": "markdown",
             "source": [
-                "# Jupyter Books\n",
+                "# Create Jupyter Book\n",
                 "\n",
                 "## 1. Installation\n",
                 "\n",
@@ -183,48 +183,6 @@
             "outputs": [],
             "execution_count": null
         },
-        {
-            "cell_type": "markdown",
-            "source": [
-                "### <span style=\"color:red\">Issue:</span> generate_toc.py is missing\r\n",
-                "\r\n",
-                "Jupyter Book uses the Table of Contents to define the structure of your book. For example, your chapters, sub-chapters, etc.\r\n",
-                "\r\n",
-                "Need to manually modify the Table of Contents (located here: mybookname/_data/toc.yml) following structure below:\r\n",
-                "\r\n",
-                "```\r\n",
-                "- title: mytitle   # Title of chapter or section\r\n",
-                "  url: /myurl  # URL of section relative to the /content/ folder.\r\n",
-                "  sections:  # Contains a list of more entries that make up the chapter's sections\r\n",
-                "  not_numbered: true  # if the section shouldn't have a number in the sidebar\r\n",
-                "      (e.g. Introduction or appendices)\r\n",
-                "  expand_sections: true  # if you'd like the sections of this chapter to always\r\n",
-                "      be expanded in the sidebar.\r\n",
-                "  external: true  # Whether the URL is an external link or points to content in the book\r\n",
-                "```\r\n",
-                "\r\n",
-                "Example from demo book:\r\n",
-                "\r\n",
-                "```\r\n",
-                "- title: Getting started\r\n",
-                "  url: /guide/01_overview\r\n",
-                "  not_numbered: true\r\n",
-                "  expand_sections: true\r\n",
-                "  sections:\r\n",
-                "  - title: Create your book\r\n",
-                "    url: /guide/02_create\r\n",
-                "  - title: Build and publish your book\r\n",
-                "    url: /guide/03_build\r\n",
-                "  - title: FAQ\r\n",
-                "    url: /guide/04_faq\r\n",
-                "  - title: How-to and advanced topics\r\n",
-                "    url: /guide/05_advanced\r\n",
-                "```"
-            ],
-            "metadata": {
-                "azdata_cell_guid": "5439d5e9-6a98-4255-8afa-3c2ba48bfc7e"
-            }
-        },
         {
             "cell_type": "markdown",
             "source": [
@@ -241,7 +199,8 @@
                 "import re, os\r\n",
                 "from IPython.display import *\r\n",
                 "if os.name == 'nt':\r\n",
-                "    display(HTML(\"<h2><b><a href=\\\"command:bookTreeView.openBook?&quot;\"+str(re.escape(book_name))+\"&quot;\\\"><font size=\\\"3\\\">Click here to open your Book in ADS</font></a></b></h2>\"))\r\n",
+                "    bookPath = book_name.replace('\\\\', '\\\\\\\\')\r\n",
+                "    display(HTML(\"<h2><b><a href=\\\"command:bookTreeView.openBook?&quot;\"+str(bookPath)+\"&quot;\\\"><font size=\\\"3\\\">Click here to open your Book in ADS</font></a></b></h2>\"))\r\n",
                 "else:\r\n",
                 "    display(HTML(\"<h2><b><a href=\\\"command:bookTreeView.openBook?&quot;\"+str(book_name)+\"&quot;\\\"><font size=\\\"3\\\">Click here to open your Book in ADS</font></a></b></h2>\"))"
             ],
@@ -258,7 +217,7 @@
                 "<span style=\"color:red\">**Note**: On clicking the above link, we create a temporary toc.yml file for your convenience.</span>\r\n",
                 "\r\n",
                 " Please update that file inside your book (located at: *YourbookPath*/_data/toc.yml) if you want to further customize your book following \r\n",
-                " the above instructions or https://jupyterbook.org/guide/01-5_tour.html#Table-of-Contents.\r\n",
+                " instructions at https://jupyterbook.org/guide/01-5_tour.html#Table-of-Contents.\r\n",
                 ""
             ],
             "metadata": {
@@ -271,7 +230,8 @@
                 "display(HTML(\"<h1><b>That's it!</b></h1><br/><p>You are good to view your book in Azure Data Studio by clicking on the above link.</p>\"))"
             ],
             "metadata": {
-                "azdata_cell_guid": "bd2fe173-66ce-48b3-8dc3-c4d7560953c8"
+                "azdata_cell_guid": "bd2fe173-66ce-48b3-8dc3-c4d7560953c8",
+                "tags": []
             },
             "outputs": [],
             "execution_count": null