diff --git a/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchUsingDynamicQuery.cs b/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchUsingDynamicQuery.cs
index 7d789e2f9..fb87137e1 100644
--- a/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchUsingDynamicQuery.cs
+++ b/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchUsingDynamicQuery.cs
@@ -10,7 +10,7 @@
 using Raven.Client.Documents.Queries.Vector;
 using Raven.Documentation.Samples.Orders;
 
-namespace Raven.Documentation.Samples.AiIntegration
+namespace Raven.Documentation.Samples.AiIntegration.VectorSearch
 {
     public class VectorSearchUsingDynamicQuery
     {
diff --git a/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchUsingStaticIndex.cs b/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchUsingStaticIndex.cs
index 1d922cd97..98c2f0e33 100644
--- a/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchUsingStaticIndex.cs
+++ b/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchUsingStaticIndex.cs
@@ -8,7 +8,7 @@
 using Raven.Client.Documents.Queries.Vector;
 using Raven.Documentation.Samples.Orders;
 
-namespace Raven.Documentation.Samples.AiIntegration
+namespace Raven.Documentation.Samples.AiIntegration.VectorSearch
 {
     public class VectorSearchUsingStaticIndex
     {
@@ -67,11 +67,11 @@ public Products_ByVector_Text_JS()
             {
                 Maps = new HashSet<string>()
                 {
-                    $@"map('Products', function (product) {{
-                           return {{
+                    @"map('Products', function (product) {
+                           return {
                                VectorFromText: createVector(product.Name)
-                           }};
-                     }})"
+                           };
+                    })"
                 };
             
                 Fields = new();
@@ -145,11 +145,11 @@ public Movies_ByVector_Single_JS()
             {
                 Maps = new HashSet<string>()
                 {
-                    $@"map('Movies', function (movie) {{
-                           return {{
+                    @"map('Movies', function (movie) {
+                           return {
                                VectorFromSingle: createVector(movie.TagsEmbeddedAsSingle)
-                           }};
-                     }})"
+                           };
+                    })"
                 };
             
                 Fields = new();
@@ -224,11 +224,11 @@ public Movies_ByVector_Int8_JS()
             {
                 Maps = new HashSet<string>()
                 {
-                    $@"map('Movies', function (movie) {{
-                           return {{
+                    @"map('Movies', function (movie) {
+                           return {
                                VectorFromInt8Arrays: createVector(movie.TagsEmbeddedAsInt8)
-                           }};
-                     }})"
+                           };
+                    })"
                 };
             
                 Fields = new();
@@ -294,13 +294,13 @@ public Products_ByMultipleFields_JS()
             {
                 Maps = new HashSet<string>()
                 {
-                    $@"map('Products', function (product) {{
-                           return {{
+                    @"map('Products', function (product) {
+                           return {
                                PricePerUnit: product.PricePerUnit,
                                Name: product.Name,
                                VectorFromText: createVector(product.Name)
-                           }};
-                     }})"
+                           };
+                    })"
                 };
             
                 Fields = new();
@@ -357,12 +357,12 @@ public Categories_ByPreMadeTextEmbeddings_JS()
             {
                 Maps = new HashSet<string>()
                 {
-                    $@"map('Categories', function (category) {{
-                           return {{
+                    @"map('Categories', function (category) {
+                           return {
                                VectorFromTextEmbeddings:
                                    loadVector('Name', 'id-for-task-open-ai')
-                           }};
-                     }})"
+                           };
+                    })"
                 };
             
                 Fields = new();
diff --git a/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchWithAttachments.cs b/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchWithAttachments.cs
index 12c4d45a6..718b06ded 100644
--- a/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchWithAttachments.cs
+++ b/Documentation/7.0/Samples/csharp/Raven.Documentation.Samples/AiIntegration/VectorSearch/VectorSearchWithAttachments.cs
@@ -11,7 +11,7 @@
 using Raven.Client.Documents.Operations.Indexes;
 using Raven.Documentation.Samples.Orders;
 
-namespace Raven.Documentation.Samples.AiIntegration
+namespace Raven.Documentation.Samples.AiIntegration.VectorSearch
 {
     public class VectorSearchWithAttachments
     {
@@ -67,15 +67,15 @@ public Companies_ByVector_FromTextAttachment_JS()
             {
                 Maps = new HashSet<string>
                 {
-                    $@"map('Companies', function (company) {{
+                    @"map('Companies', function (company) {
 
                            var attachment = loadAttachment(company, 'description.txt');
                            if (!attachment) return null;
  
-                           return {{
+                           return {
                                VectorFromAttachment: createVector(attachment.getContentAsString('utf8'))
-                           }};
-                    }})"
+                           };
+                    })"
                 };
 
                 Fields = new Dictionary<string, IndexFieldOptions>()
@@ -146,15 +146,15 @@ public Companies_ByVector_FromNumericalAttachment_JS()
             {
                 Maps = new HashSet<string>()
                 {
-                    $@"map('Companies', function (company) {{
+                    @"map('Companies', function (company) {
 
                          var attachment = loadAttachment(company, 'vector_base64.raw');
                          if (!attachment) return null;
 
-                         return {{
+                         return {
                              VectorFromAttachment: createVector(attachment.getContentAsString('utf8'))
-                         }};
-                     }})"
+                         };
+                    })"
                 };
             
                 Fields = new();