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OnnxServiceCollectionExtensions.AddBertOnnxTextEmbeddingGeneration Method

Definition

Overloads

AddBertOnnxTextEmbeddingGeneration(IServiceCollection, Stream, Stream, BertOnnxOptions, String)

Adds a text embedding generation service using a BERT ONNX model.

AddBertOnnxTextEmbeddingGeneration(IServiceCollection, String, String, BertOnnxOptions, String)

Adds a text embedding generation service using a BERT ONNX model.

AddBertOnnxTextEmbeddingGeneration(IServiceCollection, Stream, Stream, BertOnnxOptions, String)

Adds a text embedding generation service using a BERT ONNX model.

public static Microsoft.Extensions.DependencyInjection.IServiceCollection AddBertOnnxTextEmbeddingGeneration (this Microsoft.Extensions.DependencyInjection.IServiceCollection services, System.IO.Stream onnxModelStream, System.IO.Stream vocabStream, Microsoft.SemanticKernel.Connectors.Onnx.BertOnnxOptions? options = default, string? serviceId = default);
static member AddBertOnnxTextEmbeddingGeneration : Microsoft.Extensions.DependencyInjection.IServiceCollection * System.IO.Stream * System.IO.Stream * Microsoft.SemanticKernel.Connectors.Onnx.BertOnnxOptions * string -> Microsoft.Extensions.DependencyInjection.IServiceCollection
<Extension()>
Public Function AddBertOnnxTextEmbeddingGeneration (services As IServiceCollection, onnxModelStream As Stream, vocabStream As Stream, Optional options As BertOnnxOptions = Nothing, Optional serviceId As String = Nothing) As IServiceCollection

Parameters

services
IServiceCollection

The IServiceCollection instance to augment.

onnxModelStream
Stream

Stream containing the ONNX model. The stream will be read during this call and will not be used after this call's completion.

vocabStream
Stream

Stream containing the vocab file. The stream will be read during this call and will not be used after this call's completion.

options
BertOnnxOptions

Options for the configuration of the model and service.

serviceId
String

A local identifier for the given AI service.

Returns

The same instance as services.

Applies to

AddBertOnnxTextEmbeddingGeneration(IServiceCollection, String, String, BertOnnxOptions, String)

Adds a text embedding generation service using a BERT ONNX model.

public static Microsoft.Extensions.DependencyInjection.IServiceCollection AddBertOnnxTextEmbeddingGeneration (this Microsoft.Extensions.DependencyInjection.IServiceCollection services, string onnxModelPath, string vocabPath, Microsoft.SemanticKernel.Connectors.Onnx.BertOnnxOptions? options = default, string? serviceId = default);
static member AddBertOnnxTextEmbeddingGeneration : Microsoft.Extensions.DependencyInjection.IServiceCollection * string * string * Microsoft.SemanticKernel.Connectors.Onnx.BertOnnxOptions * string -> Microsoft.Extensions.DependencyInjection.IServiceCollection
<Extension()>
Public Function AddBertOnnxTextEmbeddingGeneration (services As IServiceCollection, onnxModelPath As String, vocabPath As String, Optional options As BertOnnxOptions = Nothing, Optional serviceId As String = Nothing) As IServiceCollection

Parameters

services
IServiceCollection

The IServiceCollection instance to augment.

onnxModelPath
String

The path to the ONNX model file.

vocabPath
String

The path to the vocab file.

options
BertOnnxOptions

Options for the configuration of the model and service.

serviceId
String

A local identifier for the given AI service.

Returns

The same instance as services.

Applies to