diff --git a/notebooks/GenAI/notebooks/sharepoint_RAG_bot.ipynb b/notebooks/GenAI/notebooks/sharepoint_RAG_bot.ipynb
index 0b02cc3..0f165d1 100644
--- a/notebooks/GenAI/notebooks/sharepoint_RAG_bot.ipynb
+++ b/notebooks/GenAI/notebooks/sharepoint_RAG_bot.ipynb
@@ -113,7 +113,7 @@
    "id": "126cbc99-42be-4411-ae1c-23a976670dcd",
    "metadata": {},
    "source": [
-    "### Download Articles"
+    "### Download articles"
    ]
   },
   {
@@ -162,7 +162,7 @@
    "id": "bef9e5b8-b2d3-4d8f-b7da-6bb9363834bc",
    "metadata": {},
    "source": [
-    "### Setting up a SharePoint Site"
+    "### Setting up a SharePoint site"
    ]
   },
   {
@@ -185,7 +185,7 @@
    "id": "83190db0-d378-41f1-84b2-97a26ab5b1a7",
    "metadata": {},
    "source": [
-    "#### Optional: Requesting a SharePoint Site (for NIH users only)"
+    "#### Optional: Requesting a SharePoint site (for NIH users only)"
    ]
   },
   {
@@ -201,7 +201,7 @@
    "id": "4913c739-e9d7-433e-891c-7799ef033abb",
    "metadata": {},
    "source": [
-    "### Create Azure AI Search Service"
+    "### Create Azure AI Search service"
    ]
   },
   {
@@ -296,7 +296,7 @@
    "id": "094b0ee4-bee6-4087-9cbf-004075bd9f52",
    "metadata": {},
    "source": [
-    "### Setting up Permissions\n",
+    "### Setting up permissions\n",
     "\n",
     "If you are a non-NIH user follow steps 1-3 listed [here](https://learn.microsoft.com/en-us/azure/search/search-howto-index-sharepoint-online). NIH user should follow the instructions listed below."
    ]
@@ -340,7 +340,7 @@
    "id": "e9ff3b5d-3ded-4f3a-aa49-60a0945a1e8d",
    "metadata": {},
    "source": [
-    "### Create Azure AI Data Store, Index, and Indexer"
+    "### Create a Azure AI Search data store, index, and indexer"
    ]
   },
   {
@@ -363,7 +363,8 @@
     "indexer_name = \"<Your Indexer Name>\"\n",
     "app_id = \"<Your Application ID>\"\n",
     "tenant_id = \"<Your Account Tenant ID>\" #You can find this by navigating to Microsoft Entra ID via the Azure console\n",
-    "sharepoint_endpoint = \"<Your SharePoint Site URL>\" #This is the home site URL"
+    "sharepoint_endpoint = \"<Your SharePoint Site URL>\" #This is your SharePoint home site URL\n",
+    "library = \"<URL of Your Document Library>\" #Copy the SharePoints sites document library"
    ]
   },
   {
@@ -371,7 +372,7 @@
    "id": "0a200707-63df-4a2f-9872-0fd79c786bac",
    "metadata": {},
    "source": [
-    "First we will create our **datastore** which will connect our SharePoint site to Azure AI Search. Notice that within the payload variable the **container** key holds values for a query this is because we want to query all documents within our **document library site**. For other types of queries see the Query section within the [Azure SharePoint Index documentation](https://learn.microsoft.com/en-us/azure/search/search-howto-index-sharepoint-online#query)."
+    "First we will create our **datastore** which will connect our SharePoint site to Azure AI Search. Notice that within the payload variable the **container** key holds values for a query this is because we want to extract all documents within our **document library site**. For other types of queries see the Query section within the [Azure SharePoint Index documentation](https://learn.microsoft.com/en-us/azure/search/search-howto-index-sharepoint-online#query)."
    ]
   },
   {