diff --git a/app/Build/Commands/Qdrant.cs b/app/Build/Commands/Qdrant.cs
index 923b5a47..3693c6f8 100644
--- a/app/Build/Commands/Qdrant.cs
+++ b/app/Build/Commands/Qdrant.cs
@@ -44,7 +44,8 @@ public static class Qdrant
             {
                 using var archive = new ZipArchive(zStream, ZipArchiveMode.Read);
                 archive.ExtractToDirectory(qdrantTmpExtractPath.FullName, overwriteFiles: true);
-            } else
+            }
+            else
             {
                 await using var uncompressedStream = new GZipStream(zStream, CompressionMode.Decompress);
                 await TarFile.ExtractToDirectoryAsync(uncompressedStream, qdrantTmpExtractPath.FullName, true);   
diff --git a/app/MindWork AI Studio.sln.DotSettings b/app/MindWork AI Studio.sln.DotSettings
index faaedb6b..a304dae6 100644
--- a/app/MindWork AI Studio.sln.DotSettings	
+++ b/app/MindWork AI Studio.sln.DotSettings	
@@ -24,4 +24,6 @@
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=ieri/@EntryIndexedValue">True</s:Boolean>
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=mwais/@EntryIndexedValue">True</s:Boolean>
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=ollama/@EntryIndexedValue">True</s:Boolean>
+	<s:Boolean x:Key="/Default/UserDictionary/Words/=Qdrant/@EntryIndexedValue">True</s:Boolean>
+	<s:Boolean x:Key="/Default/UserDictionary/Words/=qdrant/@EntryIndexedValue">True</s:Boolean>
 	<s:Boolean x:Key="/Default/UserDictionary/Words/=tauri_0027s/@EntryIndexedValue">True</s:Boolean></wpf:ResourceDictionary>
\ No newline at end of file
diff --git a/app/MindWork AI Studio/Program.cs b/app/MindWork AI Studio/Program.cs
index b67cdcfe..4c495bb3 100644
--- a/app/MindWork AI Studio/Program.cs	
+++ b/app/MindWork AI Studio/Program.cs	
@@ -87,7 +87,7 @@ internal sealed class Program
         }
         
         var qdrantInfo = await rust.GetQdrantInfo();
-        if (qdrantInfo.Path == String.Empty)
+        if (qdrantInfo.Path == string.Empty)
         {
             Console.WriteLine("Error: Failed to get the Qdrant path from Rust.");
             return;
diff --git a/app/MindWork AI Studio/Tools/Databases/DatabaseClient.cs b/app/MindWork AI Studio/Tools/Databases/DatabaseClient.cs
index 3881a9fc..5ea457ec 100644
--- a/app/MindWork AI Studio/Tools/Databases/DatabaseClient.cs	
+++ b/app/MindWork AI Studio/Tools/Databases/DatabaseClient.cs	
@@ -3,7 +3,9 @@
 public abstract class DatabaseClient(string name, string path)
 {
     public string Name => name;
+    
     private string Path => path;
+    
     protected ILogger<DatabaseClient>? logger;
     
     public abstract IAsyncEnumerable<(string Label, string Value)> GetDisplayInfo();
diff --git a/app/MindWork AI Studio/Tools/Databases/Qdrant/QdrantClientImplementation.cs b/app/MindWork AI Studio/Tools/Databases/Qdrant/QdrantClientImplementation.cs
index 4ef49dc1..77ae3636 100644
--- a/app/MindWork AI Studio/Tools/Databases/Qdrant/QdrantClientImplementation.cs	
+++ b/app/MindWork AI Studio/Tools/Databases/Qdrant/QdrantClientImplementation.cs	
@@ -6,10 +6,13 @@ namespace AIStudio.Tools.Databases.Qdrant;
 public class QdrantClientImplementation : DatabaseClient
 {
     private int HttpPort { get; }
+    
     private int GrpcPort { get; }
-    private string IpAddress => "localhost";
+    
     private QdrantClient GrpcClient { get; }
+    
     private string Fingerprint { get; }
+    
     private string ApiToken { get; }
     
     public QdrantClientImplementation(string name, string path, int httpPort, int grpcPort, string fingerprint, string apiToken): base(name, path)
@@ -21,9 +24,11 @@ public class QdrantClientImplementation : DatabaseClient
         this.GrpcClient = this.CreateQdrantClient();
     }
     
+    private const string IP_ADDRESS = "localhost";
+    
     public QdrantClient CreateQdrantClient()
     {
-        var address = "https://" + this.IpAddress + ":" + this.GrpcPort;
+        var address = "https://" + IP_ADDRESS + ":" + this.GrpcPort;
         var channel = QdrantChannel.ForAddress(address, new ClientConfiguration
         {
             ApiKey = this.ApiToken,
diff --git a/app/MindWork AI Studio/Tools/Rust/QdrantInfo.cs b/app/MindWork AI Studio/Tools/Rust/QdrantInfo.cs
index 6f9b2e5c..c847235f 100644
--- a/app/MindWork AI Studio/Tools/Rust/QdrantInfo.cs	
+++ b/app/MindWork AI Studio/Tools/Rust/QdrantInfo.cs	
@@ -3,13 +3,15 @@
 /// <summary>
 /// The response of the Qdrant information request.
 /// </summary>
-/// <param name="portHTTP">The port number for HTTP communication with Qdrant.</param>
-/// <param name="portGRPC">The port number for gRPC communication with Qdrant</param>
-public record struct QdrantInfo
+public readonly record struct QdrantInfo
 {
     public string Path { get; init; }
+    
     public int PortHttp { get; init; }
+    
     public int PortGrpc { get; init; }
+    
     public string Fingerprint { get; init; }
+    
     public string ApiToken { get; init; }
 }
\ No newline at end of file
diff --git a/app/MindWork AI Studio/Tools/Services/RustService.Databases.cs b/app/MindWork AI Studio/Tools/Services/RustService.Databases.cs
index a4e0eade..a43f6c61 100644
--- a/app/MindWork AI Studio/Tools/Services/RustService.Databases.cs	
+++ b/app/MindWork AI Studio/Tools/Services/RustService.Databases.cs	
@@ -14,15 +14,12 @@ public sealed partial class RustService
         }
         catch (Exception e)
         {
-            Console.WriteLine(e);
-            return new QdrantInfo
-            {
-                Path = string.Empty,
-                PortHttp = 0,
-                PortGrpc = 0,
-                Fingerprint = string.Empty,
-                ApiToken = string.Empty,
-            };
+            if(this.logger is not null)
+                this.logger.LogError(e, "Error while fetching Qdrant info from Rust service.");
+            else
+                Console.WriteLine($"Error while fetching Qdrant info from Rust service: '{e}'.");
+            
+            return default;
         }
     }
 }
\ No newline at end of file
diff --git a/runtime/src/qdrant.rs b/runtime/src/qdrant.rs
index 3dac0e8c..5be5720a 100644
--- a/runtime/src/qdrant.rs
+++ b/runtime/src/qdrant.rs
@@ -118,10 +118,12 @@ pub fn start_qdrant_server(){
                     } else {
                         debug!(Source = "Qdrant Server"; "{line}");
                     }
-                }
+                },
+            
                 CommandEvent::Stderr(line) => {
                     error!(Source = "Qdrant Server (stderr)"; "{line}");
-                }
+                },
+            
                 _ => {}
             }
         }
@@ -139,6 +141,7 @@ pub fn stop_qdrant_server() {
     } else {
         warn!(Source = "Qdrant"; "Qdrant server process was not started or is already stopped.");
     }
+
     drop_tmpdir();
     if let Err(e) = cleanup_qdrant(){
         warn!(Source = "Qdrant"; "Error during the cleanup of Qdrant: {}", e);
@@ -150,7 +153,6 @@ pub fn create_temp_tls_files(path: &PathBuf) -> Result<(PathBuf, PathBuf), Box<d
     let cert = generate_certificate();
     
     let temp_dir = init_tmpdir_in(path);
-
     let cert_path = temp_dir.join("cert.pem");
     let key_path = temp_dir.join("key.pem");