HuggingFaceTextEmbeddingGenerationService.GenerateEmbeddingsAsync Method

Reference

Definition

Namespace:: Microsoft.SemanticKernel.Connectors.HuggingFace

Assembly:: Microsoft.SemanticKernel.Connectors.HuggingFace.dll

Package:: Microsoft.SemanticKernel.Connectors.HuggingFace v1.20.0-preview

Important

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Generates an embedding from the given data.

public System.Threading.Tasks.Task<System.Collections.Generic.IList<ReadOnlyMemory<float>>> GenerateEmbeddingsAsync (System.Collections.Generic.IList<string> data, Microsoft.SemanticKernel.Kernel? kernel = default, System.Threading.CancellationToken cancellationToken = default);

abstract member GenerateEmbeddingsAsync : System.Collections.Generic.IList<string> * Microsoft.SemanticKernel.Kernel * System.Threading.CancellationToken -> System.Threading.Tasks.Task<System.Collections.Generic.IList<ReadOnlyMemory<single>>>
override this.GenerateEmbeddingsAsync : System.Collections.Generic.IList<string> * Microsoft.SemanticKernel.Kernel * System.Threading.CancellationToken -> System.Threading.Tasks.Task<System.Collections.Generic.IList<ReadOnlyMemory<single>>>

Public Function GenerateEmbeddingsAsync (data As IList(Of String), Optional kernel As Kernel = Nothing, Optional cancellationToken As CancellationToken = Nothing) As Task(Of IList(Of ReadOnlyMemory(Of Single)))

Parameters

data: IList<String>

List of strings to generate embeddings for

kernel: Kernel

The Kernel containing services, plugins, and other state for use throughout the operation.

cancellationToken: CancellationToken

The CancellationToken to monitor for cancellation requests. The default is None.

Returns

Task<IList<ReadOnlyMemory<Single>>>

List of embeddings

Implements

GenerateEmbeddingsAsync(IList<TValue>, Kernel, CancellationToken)

Applies to

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