OpenAITextEmbeddingGenerationService.GenerateEmbeddingsAsync Method

Definition

Namespace:

Microsoft.SemanticKernel.Connectors.OpenAI

Assembly:

Microsoft.SemanticKernel.Connectors.OpenAI.dll

Package:

Microsoft.SemanticKernel.Connectors.OpenAI v1.20.0

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)