Update Microsoft.Extensions.VectorData.Abstractions to 9.5.0 (#46287)

* Update Microsoft.Extensions.VectorData.Abstractions to 9.5.0

---
updated-dependencies:
- dependency-name: Microsoft.Extensions.VectorData.Abstractions
  dependency-version: 9.5.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <[email protected]>

* fix build errors

---------

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Genevieve Warren <[email protected]>

Author: dependabot[bot]

docs/ai/quickstarts/snippets/chat-with-data/azure-openai/CloudService.cs

@@ -4,15 +4,15 @@ namespace VectorDataAI;
 
 internal class CloudService
 {
-    [VectorStoreRecordKey]
+    [VectorStoreKey]
     public int Key { get; set; }
 
-    [VectorStoreRecordData]
+    [VectorStoreData]
     public string Name { get; set; }
 
-    [VectorStoreRecordData]
+    [VectorStoreData]
     public string Description { get; set; }
 
-    [VectorStoreRecordVector(Dimensions: 384, DistanceFunction = DistanceFunction.CosineSimilarity)]
+    [VectorStoreVector(Dimensions: 384, DistanceFunction = DistanceFunction.CosineSimilarity)]
     public ReadOnlyMemory<float> Vector { get; set; }
 }

docs/ai/quickstarts/snippets/chat-with-data/azure-openai/Program.cs

@@ -58,9 +58,9 @@
 // <SnippetVectorStore>
 // Create and populate the vector store
 var vectorStore = new InMemoryVectorStore();
-IVectorStoreRecordCollection<int, CloudService> cloudServicesStore =
+VectorStoreCollection<int, CloudService> cloudServicesStore =
     vectorStore.GetCollection<int, CloudService>("cloudServices");
-await cloudServicesStore.CreateCollectionIfNotExistsAsync();
+await cloudServicesStore.EnsureCollectionExistsAsync();
 
 foreach (CloudService service in cloudServices)
 {
@@ -75,7 +75,7 @@
 ReadOnlyMemory<float> queryEmbedding = await generator.GenerateVectorAsync(query);
 
 List<VectorSearchResult<CloudService>> results =
-    await cloudServicesStore.SearchEmbeddingAsync(queryEmbedding, top: 1).ToListAsync();
+    await cloudServicesStore.SearchAsync(queryEmbedding, top: 1).ToListAsync();
 
 foreach (VectorSearchResult<CloudService> result in results)
 {

docs/ai/quickstarts/snippets/chat-with-data/azure-openai/VectorDataAI.csproj

@@ -11,9 +11,9 @@
   <ItemGroup>
     <PackageReference Include="Azure.Identity" Version="1.14.0" />
     <PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="9.4.3-preview.1.25230.7" />
-    <PackageReference Include="Microsoft.Extensions.VectorData.Abstractions" Version="9.0.0-preview.1.25229.1" />
-    <PackageReference Include="Microsoft.SemanticKernel.Connectors.InMemory" Version="1.48.0-preview" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="9.5.0-preview.1.25265.7" />
+    <PackageReference Include="Microsoft.Extensions.VectorData.Abstractions" Version="9.5.0" />
+    <PackageReference Include="Microsoft.SemanticKernel.Connectors.InMemory" Version="1.53.1-preview" />
     <PackageReference Include="Microsoft.Extensions.Configuration" Version="10.0.0-preview.4.25258.110" />
     <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.0-preview.4.25258.110" />
     <PackageReference Include="System.Linq.AsyncEnumerable" Version="10.0.0-preview.4.25258.110" />