diff --git a/src/data/tags.tsx b/src/data/tags.tsx
index 609bb5f..388989a 100644
--- a/src/data/tags.tsx
+++ b/src/data/tags.tsx
@@ -361,8 +361,8 @@ export const Tags: { [type in TagType]: Tag } = {
     buttonText: "Read Blog",
   },
   example : {
-    label: "Sample",
-    description: "Code sample",
+    label: "Example",
+    description: "Code example",
     icon: "./img/github.svg",
     darkIcon: "./img/githubDark.svg",
     type: "ResourceType",
diff --git a/src/pages/ShowcaseCardPage.tsx b/src/pages/ShowcaseCardPage.tsx
index bf5efaa..221e8f4 100644
--- a/src/pages/ShowcaseCardPage.tsx
+++ b/src/pages/ShowcaseCardPage.tsx
@@ -142,7 +142,7 @@ function FilterBar(): React.JSX.Element {
         appearance="outline"
         size="large"
         value={readSearchName(location.search) != null ? value : ""}
-        placeholder="Search templates"
+        placeholder="Search content"
         onClear={(e) => {
           setValue(null);
           const newSearch = new URLSearchParams(location.search);
@@ -286,9 +286,9 @@ export default function ShowcaseCardPage({
             {templateNumber}
           </Text>
           {templateNumber != 1 ? (
-            <Text size={400}>templates</Text>
+            <Text size={400}>items</Text>
           ) : (
-            <Text size={400}>template</Text>
+            <Text size={400}>items</Text>
           )}
           {InputValue != null ? (
             <>
diff --git a/static/templates.json b/static/templates.json
index 9f8050b..9fb849a 100644
--- a/static/templates.json
+++ b/static/templates.json
@@ -1551,6 +1551,31 @@
       "vectorcosmosnosql",
       "example"
     ]
+  },
+  {
+    "title": "RAG Pattern demos for multiple Azure Databases",
+    "description": "This C# sample shows how to implement RAG Pattern using different Azure databases. It highlights SQL Server 2022, Azure SQL Database, Azure Cosmos DB for NoSQL, and Azure Cosmos DB for MongoDB.",
+    "preview": "coming soon",
+    "website": "https://github.com/lennilobel",
+    "author": "Lenni Lobel",
+    "source": "https://github.com/lennilobel/ai-demos-public/tree/main/Rag",
+    "date": "2024-10-16",
+    "tags": [
+      "generativeai",
+      "csharp",
+      "gpt4",
+      "embedding-text-3",
+      "dalle",
+      "chat",
+      "ragPattern",
+      "openai",
+      "azurevision",
+      "functions",
+      "Microsoft",
+      "vectorcosmosnosql",
+      "vectorcosmosmongo",
+      "example"
+    ]
   }