diff --git a/SqlDatabaseVectorSearch/Services/VectorSearchService.cs b/SqlDatabaseVectorSearch/Services/VectorSearchService.cs
index edaeea3..cc49944 100644
--- a/SqlDatabaseVectorSearch/Services/VectorSearchService.cs
+++ b/SqlDatabaseVectorSearch/Services/VectorSearchService.cs
@@ -58,7 +58,7 @@ public partial class VectorSearchService(IServiceProvider serviceProvider, Appli
             foreach (var (index, embedding) in embeddings.Index())
             {
                 var chunk = chunks.ElementAt(index);
-                logger.LogDebug("Storing a chunk of {TokenCount} tokens.", tokenizerService.CountChatCompletionTokens(chunk.Content));
+                logger.LogDebug("Storing a chunk of {TokenCount} tokens.", tokenizerService.CountEmbeddingTokens(chunk.Content));
 
                 var documentChunk = new Entities.DocumentChunk
                 {
diff --git a/SqlDatabaseVectorSearch/TextChunkers/DefaultTextChunker.cs b/SqlDatabaseVectorSearch/TextChunkers/DefaultTextChunker.cs
index 46ccd49..a5a6854 100644
--- a/SqlDatabaseVectorSearch/TextChunkers/DefaultTextChunker.cs
+++ b/SqlDatabaseVectorSearch/TextChunkers/DefaultTextChunker.cs
@@ -11,8 +11,8 @@ public class DefaultTextChunker(TokenizerService tokenizerService, IOptions<AppS
 
     public IList<string> Split(string text)
     {
-        var lines = TextChunker.SplitPlainTextLines(text, appSettings.MaxTokensPerLine, tokenizerService.CountChatCompletionTokens);
-        var paragraphs = TextChunker.SplitPlainTextParagraphs(lines, appSettings.MaxTokensPerParagraph, appSettings.OverlapTokens, tokenCounter: tokenizerService.CountChatCompletionTokens);
+        var lines = TextChunker.SplitPlainTextLines(text, appSettings.MaxTokensPerLine, tokenizerService.CountEmbeddingTokens);
+        var paragraphs = TextChunker.SplitPlainTextParagraphs(lines, appSettings.MaxTokensPerParagraph, appSettings.OverlapTokens, tokenCounter: tokenizerService.CountEmbeddingTokens);
 
         return paragraphs;
     }
diff --git a/SqlDatabaseVectorSearch/TextChunkers/MarkdownTextChunker.cs b/SqlDatabaseVectorSearch/TextChunkers/MarkdownTextChunker.cs
index fd3a8f6..cba6679 100644
--- a/SqlDatabaseVectorSearch/TextChunkers/MarkdownTextChunker.cs
+++ b/SqlDatabaseVectorSearch/TextChunkers/MarkdownTextChunker.cs
@@ -11,8 +11,8 @@ public class MarkdownTextChunker(TokenizerService tokenizerService, IOptions<App
 
     public IList<string> Split(string text)
     {
-        var lines = TextChunker.SplitMarkDownLines(text, appSettings.MaxTokensPerLine, tokenizerService.CountChatCompletionTokens);
-        var paragraphs = TextChunker.SplitMarkdownParagraphs(lines, appSettings.MaxTokensPerParagraph, appSettings.OverlapTokens, tokenCounter: tokenizerService.CountChatCompletionTokens);
+        var lines = TextChunker.SplitMarkDownLines(text, appSettings.MaxTokensPerLine, tokenizerService.CountEmbeddingTokens);
+        var paragraphs = TextChunker.SplitMarkdownParagraphs(lines, appSettings.MaxTokensPerParagraph, appSettings.OverlapTokens, tokenCounter: tokenizerService.CountEmbeddingTokens);
 
         return paragraphs;
     }
diff --git a/SqlDatabaseVectorSearch/appsettings.Development.json b/SqlDatabaseVectorSearch/appsettings.Development.json
index 19c6237..0fc47fd 100644
--- a/SqlDatabaseVectorSearch/appsettings.Development.json
+++ b/SqlDatabaseVectorSearch/appsettings.Development.json
@@ -3,6 +3,7 @@
         "LogLevel": {
             "Default": "Information",
             "Microsoft.AspNetCore": "Warning",
+            "Microsoft.AspNetCore.Watch.BrowserRefresh": "Warning",
             "SqlDatabaseVectorSearch": "Debug"
         }
     }