public static class VertexAIExtensionsReference documentation and code samples for the Google.Cloud.VertexAI.Extensions class VertexAIExtensions.
Provides extension methods for creating Microsoft.Extensions.AI clients for Vertex AI.
Namespace
Google.Cloud.VertexAI.ExtensionsAssembly
Google.Cloud.VertexAI.Extensions.dll
Methods
AsAITool(Tool)
public static AITool AsAITool(this Tool tool)Creates an Microsoft.Extensions.AI.AITool to represent a raw Tool.
| Parameter | |
|---|---|
| Name | Description |
tool |
ToolThe tool to wrap as an Microsoft.Extensions.AI.AITool. |
| Returns | |
|---|---|
| Type | Description |
Microsoft.Extensions.AI.AITool |
The |
The returned tool is only suitable for use with the Microsoft.Extensions.AI.IChatClient returned by BuildIChatClientAsync(PredictionServiceClientBuilder, string?, IServiceProvider?, CancellationToken) or BuildIChatClient(PredictionServiceClientBuilder, string?, IServiceProvider?) (or Microsoft.Extensions.AI.IChatClients that delegate to such an instance). It is likely to be ignored by any other Microsoft.Extensions.AI.IChatClient implementation.
When a tool has a corresponding Microsoft.Extensions.AI.AITool-derived type already defined in Microsoft.Extensions.AI, such as Microsoft.Extensions.AI.AIFunction or Microsoft.Extensions.AI.HostedWebSearchTool, those types should be preferred instead of this method, as they are more portable, capable of being respected by any Microsoft.Extensions.AI.IChatClient implementation. This method does not attempt to map the supplied Tool to any of those types, it simply wraps it as-is: the Microsoft.Extensions.AI.IChatClient returned by BuildIChatClientAsync(PredictionServiceClientBuilder, string?, IServiceProvider?, CancellationToken)/BuildIChatClient(PredictionServiceClientBuilder, string?, IServiceProvider?) will be able to unwrap the Tool when it processes the list of tools.
BuildIChatClient(PredictionServiceClientBuilder, string?, IServiceProvider?)
public static IChatClient BuildIChatClient(this PredictionServiceClientBuilder builder, string? defaultModelId = null, IServiceProvider? provider = null)Builds a PredictionServiceClient and creates an Microsoft.Extensions.AI.IChatClient wrapper around it.
| Parameters | |
|---|---|
| Name | Description |
builder |
PredictionServiceClientBuilderThe PredictionServiceClientBuilder with which to build the PredictionServiceClient. |
defaultModelId |
stringThe default model ID to use for chat requests if not specified in Microsoft.Extensions.AI.ChatOptions.ModelId. This must be the full resource name of the model, e.g. "projects/{projectId}/locations/{location}/publishers/{publisher}/models/{model}". |
provider |
IServiceProviderAn optional IServiceProvider from which services are requested when building the client. |
| Returns | |
|---|---|
| Type | Description |
Microsoft.Extensions.AI.IChatClient |
An Microsoft.Extensions.AI.IChatClient that wraps the built client. |
| Exceptions | |
|---|---|
| Type | Description |
ArgumentNullException |
|
BuildIChatClientAsync(PredictionServiceClientBuilder, string?, IServiceProvider?, CancellationToken)
public static Task<IChatClient> BuildIChatClientAsync(this PredictionServiceClientBuilder builder, string? defaultModelId = null, IServiceProvider? provider = null, CancellationToken cancellationToken = default)Builds a PredictionServiceClient and creates an Microsoft.Extensions.AI.IChatClient wrapper around it.
| Parameters | |
|---|---|
| Name | Description |
builder |
PredictionServiceClientBuilderThe PredictionServiceClientBuilder with which to build the PredictionServiceClient. |
defaultModelId |
stringThe default model ID to use for chat requests if not specified in Microsoft.Extensions.AI.ChatOptions.ModelId. This must be the full resource name of the model, e.g. "projects/{projectId}/locations/{location}/publishers/{publisher}/models/{model}". |
provider |
IServiceProviderAn optional IServiceProvider from which services are requested when building the client. |
cancellationToken |
CancellationTokenA token to cancel the async operation. |
| Returns | |
|---|---|
| Type | Description |
TaskMicrosoft.Extensions.AI.IChatClient |
An Microsoft.Extensions.AI.IChatClient that wraps the built client. |
| Exceptions | |
|---|---|
| Type | Description |
ArgumentNullException |
|
BuildIEmbeddingGenerator(PredictionServiceClientBuilder, string?, int?, IServiceProvider?)
public static IEmbeddingGenerator<string, Embedding<float>> BuildIEmbeddingGenerator(this PredictionServiceClientBuilder builder, string? defaultModelId = null, int? defaultModelDimensions = null, IServiceProvider? provider = null)Builds a PredictionServiceClient and creates an Microsoft.Extensions.AI.IEmbeddingGenerator<TInput, TEmbedding> wrapper around it.
| Parameters | |
|---|---|
| Name | Description |
builder |
PredictionServiceClientBuilderThe PredictionServiceClientBuilder with which to build the PredictionServiceClient. |
defaultModelId |
stringThe default model ID to use for chat requests if not specified in Microsoft.Extensions.AI.EmbeddingGenerationOptions.ModelId. This must be the full resource name of the model, e.g. "projects/{projectId}/locations/{location}/publishers/{publisher}/models/{model}". |
defaultModelDimensions |
System.Int32The optional default output dimensions for the embeddings. |
provider |
IServiceProviderAn optional IServiceProvider from which services are requested when building the client. |
| Returns | |
|---|---|
| Type | Description |
Microsoft.Extensions.AI.IEmbeddingGenerator<TInput, TEmbedding>stringMicrosoft.Extensions.AI.Embedding`1System.Single |
An Microsoft.Extensions.AI.IEmbeddingGenerator<TInput, TEmbedding> that wraps the built client. |
| Exceptions | |
|---|---|
| Type | Description |
ArgumentNullException |
|
BuildIEmbeddingGeneratorAsync(PredictionServiceClientBuilder, string?, int?, IServiceProvider?, CancellationToken)
public static Task<IEmbeddingGenerator<string, Embedding<float>>> BuildIEmbeddingGeneratorAsync(this PredictionServiceClientBuilder builder, string? defaultModelId = null, int? defaultModelDimensions = null, IServiceProvider? provider = null, CancellationToken cancellationToken = default)Builds a PredictionServiceClient and creates an Microsoft.Extensions.AI.IEmbeddingGenerator<TInput, TEmbedding> wrapper around it.
| Parameters | |
|---|---|
| Name | Description |
builder |
PredictionServiceClientBuilderThe PredictionServiceClientBuilder with which to build the PredictionServiceClient. |
defaultModelId |
stringThe default model ID to use for chat requests if not specified in Microsoft.Extensions.AI.EmbeddingGenerationOptions.ModelId. This must be the full resource name of the model, e.g. "projects/{projectId}/locations/{location}/publishers/{publisher}/models/{model}". |
defaultModelDimensions |
System.Int32The optional default output dimensions for the embeddings. |
provider |
IServiceProviderAn optional IServiceProvider from which services are requested when building the client. |
cancellationToken |
CancellationTokenA token to cancel the async operation. |
| Returns | |
|---|---|
| Type | Description |
TaskMicrosoft.Extensions.AI.IEmbeddingGenerator<TInput, TEmbedding>stringMicrosoft.Extensions.AI.Embedding`1System.Single |
An Microsoft.Extensions.AI.IEmbeddingGenerator<TInput, TEmbedding> that wraps the built client. |
| Exceptions | |
|---|---|
| Type | Description |
ArgumentNullException |
|
BuildIImageGenerator(PredictionServiceClientBuilder, string?, IServiceProvider?)
public static IImageGenerator BuildIImageGenerator(this PredictionServiceClientBuilder builder, string? defaultModelId = null, IServiceProvider? provider = null)Builds a PredictionServiceClient and creates an Microsoft.Extensions.AI.IImageGenerator wrapper around it.
| Parameters | |
|---|---|
| Name | Description |
builder |
PredictionServiceClientBuilderThe PredictionServiceClientBuilder with which to build the PredictionServiceClient. |
defaultModelId |
stringThe default model ID to use for chat requests if not specified in Microsoft.Extensions.AI.ImageGenerationOptions.ModelId. This must be the full resource name of the model, e.g. "projects/{projectId}/locations/{location}/publishers/{publisher}/models/{model}". |
provider |
IServiceProviderAn optional IServiceProvider from which services are requested when building the client. |
| Returns | |
|---|---|
| Type | Description |
Microsoft.Extensions.AI.IImageGenerator |
An Microsoft.Extensions.AI.IImageGenerator that wraps the built client. |
| Exceptions | |
|---|---|
| Type | Description |
ArgumentNullException |
|
BuildIImageGeneratorAsync(PredictionServiceClientBuilder, string?, IServiceProvider?, CancellationToken)
public static Task<IImageGenerator> BuildIImageGeneratorAsync(this PredictionServiceClientBuilder builder, string? defaultModelId = null, IServiceProvider? provider = null, CancellationToken cancellationToken = default)Builds a PredictionServiceClient and creates an Microsoft.Extensions.AI.IImageGenerator wrapper around it.
| Parameters | |
|---|---|
| Name | Description |
builder |
PredictionServiceClientBuilderThe PredictionServiceClientBuilder with which to build the PredictionServiceClient. |
defaultModelId |
stringThe default model ID to use for chat requests if not specified in Microsoft.Extensions.AI.ImageGenerationOptions.ModelId. This must be the full resource name of the model, e.g. "projects/{projectId}/locations/{location}/publishers/{publisher}/models/{model}". |
provider |
IServiceProviderAn optional IServiceProvider from which services are requested when building the client. |
cancellationToken |
CancellationTokenA token to cancel the async operation. |
| Returns | |
|---|---|
| Type | Description |
TaskMicrosoft.Extensions.AI.IImageGenerator |
An Microsoft.Extensions.AI.IImageGenerator that wraps the built client. |
| Exceptions | |
|---|---|
| Type | Description |
ArgumentNullException |
|