diff --git a/app/MindWork AI Studio/Tools/Databases/VectorStore/VectorSearchResult.cs b/app/MindWork AI Studio/Tools/Databases/VectorStore/VectorSearchResult.cs
index 693b2527..c0b127de 100644
--- a/app/MindWork AI Studio/Tools/Databases/VectorStore/VectorSearchResult.cs	
+++ b/app/MindWork AI Studio/Tools/Databases/VectorStore/VectorSearchResult.cs	
@@ -19,6 +19,4 @@ public sealed record VectorSearchResult(
     string Fingerprint,
     string CreationUtc,
     string LastWriteUtc,
-    string EmbeddedAtUtc,
-    string ConfidenceLevel,
-    int ConfidenceLevelRank);
+    string EmbeddedAtUtc);
diff --git a/app/MindWork AI Studio/Tools/Databases/VectorStore/VectorStoragePoint.cs b/app/MindWork AI Studio/Tools/Databases/VectorStore/VectorStoragePoint.cs
index 042824d9..87a6f334 100644
--- a/app/MindWork AI Studio/Tools/Databases/VectorStore/VectorStoragePoint.cs	
+++ b/app/MindWork AI Studio/Tools/Databases/VectorStore/VectorStoragePoint.cs	
@@ -19,6 +19,4 @@ public sealed record VectorStoragePoint(
     string Fingerprint,
     DateTimeOffset CreationUtc,
     DateTimeOffset LastWriteUtc,
-    DateTimeOffset EmbeddedAtUtc,
-    string ConfidenceLevel,
-    int ConfidenceLevelRank);
+    DateTimeOffset EmbeddedAtUtc);
diff --git a/app/MindWork AI Studio/Tools/Services/DataSourceEmbeddingService.cs b/app/MindWork AI Studio/Tools/Services/DataSourceEmbeddingService.cs
index bfe3bc5d..db4ca76f 100644
--- a/app/MindWork AI Studio/Tools/Services/DataSourceEmbeddingService.cs	
+++ b/app/MindWork AI Studio/Tools/Services/DataSourceEmbeddingService.cs	
@@ -1030,9 +1030,7 @@ public sealed partial class DataSourceEmbeddingService(SettingsManager settingsM
             fingerprint,
             parentFile.CreationUtc,
             parentFile.LastWriteUtc,
-            embeddedAtUtc,
-            parentFile.ConfidenceLevel,
-            parentFile.ConfidenceLevelRank)).ToList();
+            embeddedAtUtc)).ToList();
 
         await vectorStore.InsertEmbedding(collectionName, points, token);
     }
diff --git a/runtime/src/qdrant_edge_database.rs b/runtime/src/qdrant_edge_database.rs
index 659b72ec..8b54c9c2 100644
--- a/runtime/src/qdrant_edge_database.rs
+++ b/runtime/src/qdrant_edge_database.rs
@@ -86,8 +86,6 @@ pub struct QdrantEdgeStoragePoint {
     pub creation_utc: String,
     pub last_write_utc: String,
     pub embedded_at_utc: String,
-    pub confidence_level: String,
-    pub confidence_level_rank: i32,
 }
 
 #[derive(Deserialize)]
@@ -159,8 +157,6 @@ pub struct QdrantEdgeSearchResult {
     pub creation_utc: String,
     pub last_write_utc: String,
     pub embedded_at_utc: String,
-    pub confidence_level: String,
-    pub confidence_level_rank: i32,
 }
 
 #[derive(Clone, Serialize)]
@@ -758,8 +754,6 @@ fn to_qdrant_edge_point(point: QdrantEdgeStoragePoint) -> QdrantEdgeResult<qdran
             "creation_utc": point.creation_utc,
             "last_write_utc": point.last_write_utc,
             "embedded_at_utc": point.embedded_at_utc,
-            "confidence_level": point.confidence_level,
-            "confidence_level_rank": point.confidence_level_rank,
         }),
     )
     .into())
@@ -787,8 +781,6 @@ fn to_qdrant_edge_search_result(point: ScoredPoint) -> QdrantEdgeSearchResult {
         creation_utc: payload_string(&payload, "creation_utc"),
         last_write_utc: payload_string(&payload, "last_write_utc"),
         embedded_at_utc: payload_string(&payload, "embedded_at_utc"),
-        confidence_level: payload_string(&payload, "confidence_level"),
-        confidence_level_rank: payload_i32(&payload, "confidence_level_rank").unwrap_or_default(),
     }
 }