diff --git a/src/Plugins/BotSharp.Plugin.Qdrant/QdrantDb.cs b/src/Plugins/BotSharp.Plugin.Qdrant/QdrantDb.cs
index cd14e3756..2ffbdb53d 100644
--- a/src/Plugins/BotSharp.Plugin.Qdrant/QdrantDb.cs
+++ b/src/Plugins/BotSharp.Plugin.Qdrant/QdrantDb.cs
@@ -230,8 +230,13 @@ public async Task<bool> Upsert(string collectionName, Guid id, float[] vector, s
         {
             foreach (var item in payload)
             {
+                if (item.Value == null || item.Key.IsEqualTo(KnowledgePayloadName.Text))
+                {
+                    continue;
+                }
+
                 var value = item.Value.DataValue?.ConvertToString();
-                if (value == null || item.Key.IsEqualTo(KnowledgePayloadName.Text))
+                if (string.IsNullOrEmpty(value))
                 {
                     continue;
                 }