Rename EmbeddingGeneratorExtensions.GenerateEmbedding extension methods

src/Libraries/Microsoft.Extensions.AI.Abstractions/Embeddings/EmbeddingGeneratorExtensions.cs

@@ -99,16 +99,16 @@ public static TService GetRequiredService<TService>(
     /// <exception cref="ArgumentNullException"><paramref name="value"/> is <see langword="null"/>.</exception>
     /// <exception cref="InvalidOperationException">The generator did not produce exactly one embedding.</exception>
     /// <remarks>
-    /// This operation is equivalent to using <see cref="GenerateEmbeddingAsync"/> and returning the
+    /// This operation is equivalent to using <see cref="GenerateAsync"/> and returning the
     /// resulting <see cref="Embedding{T}"/>'s <see cref="Embedding{T}.Vector"/> property.
     /// </remarks>
-    public static async Task<ReadOnlyMemory<TEmbeddingElement>> GenerateEmbeddingVectorAsync<TInput, TEmbeddingElement>(
+    public static async Task<ReadOnlyMemory<TEmbeddingElement>> GenerateVectorAsync<TInput, TEmbeddingElement>(
         this IEmbeddingGenerator<TInput, Embedding<TEmbeddingElement>> generator,
         TInput value,
         EmbeddingGenerationOptions? options = null,
         CancellationToken cancellationToken = default)
     {
-        var embedding = await GenerateEmbeddingAsync(generator, value, options, cancellationToken).ConfigureAwait(false);
+        var embedding = await GenerateAsync(generator, value, options, cancellationToken).ConfigureAwait(false);
         return embedding.Vector;
     }
 
@@ -130,7 +130,7 @@ public static async Task<ReadOnlyMemory<TEmbeddingElement>> GenerateEmbeddingVec
     /// collection composed of the single <paramref name="value"/> and then returning the first embedding element from the
     /// resulting <see cref="GeneratedEmbeddings{TEmbedding}"/> collection.
     /// </remarks>
-    public static async Task<TEmbedding> GenerateEmbeddingAsync<TInput, TEmbedding>(
+    public static async Task<TEmbedding> GenerateAsync<TInput, TEmbedding>(
         this IEmbeddingGenerator<TInput, TEmbedding> generator,
         TInput value,
         EmbeddingGenerationOptions? options = null,

src/Libraries/Microsoft.Extensions.AI.Abstractions/README.md

@@ -522,7 +522,7 @@ using Microsoft.Extensions.AI;
 IEmbeddingGenerator<string, Embedding<float>> generator =
     new SampleEmbeddingGenerator(new Uri("http://coolsite.ai"), "my-custom-model");
 
-ReadOnlyMemory<float> vector = generator.GenerateEmbeddingVectorAsync("What is AI?");
+ReadOnlyMemory<float> vector = generator.GenerateVectorAsync("What is AI?");
 ```
 
 #### Pipelines of Functionality

src/ProjectTemplates/Microsoft.Extensions.AI.Templates/src/ChatWithCustomData/ChatWithCustomData-CSharp.Web/Services/SemanticSearch.cs

@@ -9,7 +9,7 @@ public class SemanticSearch(
 {
     public async Task<IReadOnlyList<SemanticSearchRecord>> SearchAsync(string text, string? filenameFilter, int maxResults)
     {
-        var queryEmbedding = await embeddingGenerator.GenerateEmbeddingVectorAsync(text);
+        var queryEmbedding = await embeddingGenerator.GenerateVectorAsync(text);
 #if (UseQdrant)
         var vectorCollection = vectorStore.GetCollection<Guid, SemanticSearchRecord>("data-ChatWithCustomData-CSharp.Web-ingestion");
 #else

test/Libraries/Microsoft.Extensions.AI.Abstractions.Tests/Embeddings/EmbeddingGeneratorExtensionsTests.cs

@@ -78,8 +78,8 @@ public void GetService_ValidService_Returned()
     [Fact]
     public async Task GenerateAsync_InvalidArgs_ThrowsAsync()
     {
-        await Assert.ThrowsAsync<ArgumentNullException>("generator", () => ((TestEmbeddingGenerator)null!).GenerateEmbeddingAsync("hello"));
-        await Assert.ThrowsAsync<ArgumentNullException>("generator", () => ((TestEmbeddingGenerator)null!).GenerateEmbeddingVectorAsync("hello"));
+        await Assert.ThrowsAsync<ArgumentNullException>("generator", () => ((TestEmbeddingGenerator)null!).GenerateAsync("hello"));
+        await Assert.ThrowsAsync<ArgumentNullException>("generator", () => ((TestEmbeddingGenerator)null!).GenerateVectorAsync("hello"));
         await Assert.ThrowsAsync<ArgumentNullException>("generator", () => ((TestEmbeddingGenerator)null!).GenerateAndZipAsync(["hello"]));
     }
 
@@ -94,8 +94,8 @@ public async Task GenerateAsync_ReturnsSingleEmbeddingAsync()
                 Task.FromResult<GeneratedEmbeddings<Embedding<float>>>([result])
         };
 
-        Assert.Same(result, await service.GenerateEmbeddingAsync("hello"));
-        Assert.Equal(result.Vector, await service.GenerateEmbeddingVectorAsync("hello"));
+        Assert.Same(result, await service.GenerateAsync("hello"));
+        Assert.Equal(result.Vector, await service.GenerateVectorAsync("hello"));
     }
 
     [Theory]

test/Libraries/Microsoft.Extensions.AI.Integration.Tests/EmbeddingGeneratorIntegrationTests.cs

@@ -88,10 +88,10 @@ public virtual async Task Caching_SameOutputsForSameInput()
             .Build();
 
         string input = "Red, White, and Blue";
-        var embedding1 = await generator.GenerateEmbeddingAsync(input);
-        var embedding2 = await generator.GenerateEmbeddingAsync(input);
-        var embedding3 = await generator.GenerateEmbeddingAsync(input + "... and Green");
-        var embedding4 = await generator.GenerateEmbeddingAsync(input);
+        var embedding1 = await generator.GenerateAsync(input);
+        var embedding2 = await generator.GenerateAsync(input);
+        var embedding3 = await generator.GenerateAsync(input + "... and Green");
+        var embedding4 = await generator.GenerateAsync(input);
 
         var callCounter = generator.GetService<CallCountingEmbeddingGenerator>();
         Assert.NotNull(callCounter);
@@ -116,7 +116,7 @@ public virtual async Task OpenTelemetry_CanEmitTracesAndMetrics()
             .UseOpenTelemetry(sourceName: sourceName)
             .Build();
 
-        _ = await embeddingGenerator.GenerateEmbeddingAsync("Hello, world!");
+        _ = await embeddingGenerator.GenerateAsync("Hello, world!");
 
         Assert.Single(activities);
         var activity = activities.Single();

test/Libraries/Microsoft.Extensions.AI.Tests/Embeddings/DistributedCachingEmbeddingGeneratorTest.cs

@@ -43,12 +43,12 @@ public async Task CachesSuccessResultsAsync()
         };
 
         // Make the initial request and do a quick sanity check
-        var result1 = await outer.GenerateEmbeddingAsync("abc");
+        var result1 = await outer.GenerateAsync("abc");
         AssertEmbeddingsEqual(_expectedEmbedding, result1);
         Assert.Equal(1, innerCallCount);
 
         // Act
-        var result2 = await outer.GenerateEmbeddingAsync("abc");
+        var result2 = await outer.GenerateAsync("abc");
 
         // Assert
         Assert.Equal(1, innerCallCount);
@@ -134,8 +134,8 @@ public async Task AllowsConcurrentCallsAsync()
         };
 
         // Act 1: Concurrent calls before resolution are passed into the inner client
-        var result1 = outer.GenerateEmbeddingAsync("abc");
-        var result2 = outer.GenerateEmbeddingAsync("abc");
+        var result1 = outer.GenerateAsync("abc");
+        var result2 = outer.GenerateAsync("abc");
 
         // Assert 1
         Assert.Equal(2, innerCallCount);
@@ -146,7 +146,7 @@ public async Task AllowsConcurrentCallsAsync()
         AssertEmbeddingsEqual(_expectedEmbedding, await result2);
 
         // Act 2: Subsequent calls after completion are resolved from the cache
-        var result3 = await outer.GenerateEmbeddingAsync("abc");
+        var result3 = await outer.GenerateAsync("abc");
         Assert.Equal(2, innerCallCount);
         AssertEmbeddingsEqual(_expectedEmbedding, await result1);
     }
@@ -169,12 +169,12 @@ public async Task DoesNotCacheExceptionResultsAsync()
             JsonSerializerOptions = TestJsonSerializerContext.Default.Options,
         };
 
-        var ex1 = await Assert.ThrowsAsync<InvalidTimeZoneException>(() => outer.GenerateEmbeddingAsync("abc"));
+        var ex1 = await Assert.ThrowsAsync<InvalidTimeZoneException>(() => outer.GenerateAsync("abc"));
         Assert.Equal("some failure", ex1.Message);
         Assert.Equal(1, innerCallCount);
 
         // Act
-        var ex2 = await Assert.ThrowsAsync<InvalidTimeZoneException>(() => outer.GenerateEmbeddingAsync("abc"));
+        var ex2 = await Assert.ThrowsAsync<InvalidTimeZoneException>(() => outer.GenerateAsync("abc"));
 
         // Assert
         Assert.NotSame(ex1, ex2);
@@ -207,15 +207,15 @@ public async Task DoesNotCacheCanceledResultsAsync()
         };
 
         // First call gets cancelled
-        var result1 = outer.GenerateEmbeddingAsync("abc");
+        var result1 = outer.GenerateAsync("abc");
         Assert.False(result1.IsCompleted);
         Assert.Equal(1, innerCallCount);
         resolutionTcs.SetCanceled();
         await Assert.ThrowsAnyAsync<OperationCanceledException>(() => result1);
         Assert.True(result1.IsCanceled);
 
         // Act/Assert: Second call can succeed
-        var result2 = await outer.GenerateEmbeddingAsync("abc");
+        var result2 = await outer.GenerateAsync("abc");
         Assert.Equal(2, innerCallCount);
         AssertEmbeddingsEqual(_expectedEmbedding, result2);
     }
@@ -241,11 +241,11 @@ public async Task CacheKeyVariesByEmbeddingOptionsAsync()
         };
 
         // Act: Call with two different EmbeddingGenerationOptions that have the same values
-        var result1 = await outer.GenerateEmbeddingAsync("abc", new EmbeddingGenerationOptions
+        var result1 = await outer.GenerateAsync("abc", new EmbeddingGenerationOptions
         {
             AdditionalProperties = new() { ["someKey"] = "value 1" }
         });
-        var result2 = await outer.GenerateEmbeddingAsync("abc", new EmbeddingGenerationOptions
+        var result2 = await outer.GenerateAsync("abc", new EmbeddingGenerationOptions
         {
             AdditionalProperties = new() { ["someKey"] = "value 1" }
         });
@@ -256,11 +256,11 @@ public async Task CacheKeyVariesByEmbeddingOptionsAsync()
         AssertEmbeddingsEqual(new("value 1".Select(c => (float)c).ToArray()), result2);
 
         // Act: Call with two different EmbeddingGenerationOptions that have different values
-        var result3 = await outer.GenerateEmbeddingAsync("abc", new EmbeddingGenerationOptions
+        var result3 = await outer.GenerateAsync("abc", new EmbeddingGenerationOptions
         {
             AdditionalProperties = new() { ["someKey"] = "value 1" }
         });
-        var result4 = await outer.GenerateEmbeddingAsync("abc", new EmbeddingGenerationOptions
+        var result4 = await outer.GenerateAsync("abc", new EmbeddingGenerationOptions
         {
             AdditionalProperties = new() { ["someKey"] = "value 2" }
         });
@@ -292,11 +292,11 @@ public async Task SubclassCanOverrideCacheKeyToVaryByOptionsAsync()
         };
 
         // Act: Call with two different options
-        var result1 = await outer.GenerateEmbeddingAsync("abc", new EmbeddingGenerationOptions
+        var result1 = await outer.GenerateAsync("abc", new EmbeddingGenerationOptions
         {
             AdditionalProperties = new() { ["someKey"] = "value 1" }
         });
-        var result2 = await outer.GenerateEmbeddingAsync("abc", new EmbeddingGenerationOptions
+        var result2 = await outer.GenerateAsync("abc", new EmbeddingGenerationOptions
         {
             AdditionalProperties = new() { ["someKey"] = "value 2" }
         });
@@ -331,7 +331,7 @@ public async Task CanResolveIDistributedCacheFromDI()
 
         // Act: Make a request that should populate the cache
         Assert.Empty(_storage.Keys);
-        var result = await outer.GenerateEmbeddingAsync("abc");
+        var result = await outer.GenerateAsync("abc");
 
         // Assert
         Assert.NotNull(result);

test/Libraries/Microsoft.Extensions.AI.Tests/Embeddings/LoggingEmbeddingGeneratorTests.cs

@@ -64,7 +64,7 @@ public async Task GetResponseAsync_LogsResponseInvocationAndCompletion(LogLevel
             .UseLogging()
             .Build(services);
 
-        await generator.GenerateEmbeddingAsync("Blue whale");
+        await generator.GenerateAsync("Blue whale");
 
         var logs = collector.GetSnapshot();
         if (level is LogLevel.Trace)

test/Libraries/Microsoft.Extensions.AI.Tests/Embeddings/OpenTelemetryEmbeddingGeneratorTests.cs

@@ -69,7 +69,7 @@ public async Task ExpectedInformationLogged_Async(string? perRequestModelId)
             },
         };
 
-        await generator.GenerateEmbeddingVectorAsync("hello", options);
+        await generator.GenerateVectorAsync("hello", options);
 
         var activity = Assert.Single(activities);
         var expectedModelName = perRequestModelId ?? "defaultmodel";

test/ProjectTemplates/Microsoft.Extensions.AI.Templates.IntegrationTests/Snapshots/aichatweb.Basic.verified/aichatweb/Services/SemanticSearch.cs

@@ -9,7 +9,7 @@ public class SemanticSearch(
 {
     public async Task<IReadOnlyList<SemanticSearchRecord>> SearchAsync(string text, string? filenameFilter, int maxResults)
     {
-        var queryEmbedding = await embeddingGenerator.GenerateEmbeddingVectorAsync(text);
+        var queryEmbedding = await embeddingGenerator.GenerateVectorAsync(text);
         var vectorCollection = vectorStore.GetCollection<string, SemanticSearchRecord>("data-aichatweb-ingested");
 
         var nearest = await vectorCollection.VectorizedSearchAsync(queryEmbedding, new VectorSearchOptions<SemanticSearchRecord>

test/ProjectTemplates/Microsoft.Extensions.AI.Templates.IntegrationTests/Snapshots/aichatweb.BasicAspire--aspire.verified/aichatweb/aichatweb.Web/Services/SemanticSearch.cs

@@ -9,7 +9,7 @@ public class SemanticSearch(
 {
     public async Task<IReadOnlyList<SemanticSearchRecord>> SearchAsync(string text, string? filenameFilter, int maxResults)
     {
-        var queryEmbedding = await embeddingGenerator.GenerateEmbeddingVectorAsync(text);
+        var queryEmbedding = await embeddingGenerator.GenerateVectorAsync(text);
         var vectorCollection = vectorStore.GetCollection<string, SemanticSearchRecord>("data-aichatweb-ingested");
 
         var nearest = await vectorCollection.VectorizedSearchAsync(queryEmbedding, new VectorSearchOptions<SemanticSearchRecord>