.Net: Switch to using the new Qdrant testcontainer package (#12169)

Just a bit of cleanup for the Qdrant integration tests

Author: roji

dotnet/Directory.Packages.props

@@ -163,9 +163,10 @@
     <PackageVersion Include="Milvus.Client" Version="2.3.0-preview.1" />
     <PackageVersion Include="Testcontainers" Version="4.4.0" />
     <PackageVersion Include="Testcontainers.Milvus" Version="4.4.0" />
-    <PackageVersion Include="Testcontainers.MongoDB" Version="4.1.0" />
-    <PackageVersion Include="Testcontainers.PostgreSql" Version="4.1.0" />
-    <PackageVersion Include="Testcontainers.Redis" Version="4.1.0" />
+    <PackageVersion Include="Testcontainers.MongoDB" Version="4.4.0" />
+    <PackageVersion Include="Testcontainers.PostgreSql" Version="4.4.0" />
+    <PackageVersion Include="Testcontainers.Qdrant" Version="4.4.0" />
+    <PackageVersion Include="Testcontainers.Redis" Version="4.4.0" />
     <PackageVersion Include="Microsoft.Data.SqlClient" Version="5.2.2" />
     <PackageVersion Include="Qdrant.Client" Version="1.13.0" />
     <!-- Symbols -->

dotnet/src/VectorDataIntegrationTests/QdrantIntegrationTests/QdrantIntegrationTests.csproj

@@ -17,6 +17,7 @@
     </PackageReference>
     <PackageReference Include="Microsoft.NET.Test.Sdk" />
     <PackageReference Include="Testcontainers" />
+    <PackageReference Include="Testcontainers.Qdrant"/>
   </ItemGroup>
 
   <ItemGroup>

dotnet/src/VectorDataIntegrationTests/QdrantIntegrationTests/Support/QdrantTestStore.cs

@@ -3,7 +3,7 @@
 using Microsoft.Extensions.VectorData;
 using Microsoft.SemanticKernel.Connectors.Qdrant;
 using Qdrant.Client;
-using QdrantIntegrationTests.Support.TestContainer;
+using Testcontainers.Qdrant;
 using VectorDataSpecificationTests.Support;
 
 namespace QdrantIntegrationTests.Support;