OllamaEmbeddingGenerator.GenerateAsync Method

Reference

Definition

Namespace:: Microsoft.Extensions.AI

Assembly:: Microsoft.Extensions.AI.Ollama.dll

Package:: Microsoft.Extensions.AI.Ollama v9.3.0-preview.1.25114.11

Source:: OllamaEmbeddingGenerator.cs

Important

Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.

Generates embeddings for each of the supplied values.

public System.Threading.Tasks.Task<Microsoft.Extensions.AI.GeneratedEmbeddings<Microsoft.Extensions.AI.Embedding<float>>> GenerateAsync(System.Collections.Generic.IEnumerable<string> values, Microsoft.Extensions.AI.EmbeddingGenerationOptions? options = default, System.Threading.CancellationToken cancellationToken = default);

abstract member GenerateAsync : seq<string> * Microsoft.Extensions.AI.EmbeddingGenerationOptions * System.Threading.CancellationToken -> System.Threading.Tasks.Task<Microsoft.Extensions.AI.GeneratedEmbeddings<Microsoft.Extensions.AI.Embedding<single>>>
override this.GenerateAsync : seq<string> * Microsoft.Extensions.AI.EmbeddingGenerationOptions * System.Threading.CancellationToken -> System.Threading.Tasks.Task<Microsoft.Extensions.AI.GeneratedEmbeddings<Microsoft.Extensions.AI.Embedding<single>>>

Public Function GenerateAsync (values As IEnumerable(Of String), Optional options As EmbeddingGenerationOptions = Nothing, Optional cancellationToken As CancellationToken = Nothing) As Task(Of GeneratedEmbeddings(Of Embedding(Of Single)))

Parameters

values: IEnumerable<String>

The collection of values for which to generate embeddings.

options: EmbeddingGenerationOptions

The embedding generation options to configure the request.

cancellationToken: CancellationToken

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

Returns

Task<GeneratedEmbeddings<Embedding<Single>>>

The generated embeddings.

Implements

GenerateAsync(IEnumerable<TInput>, EmbeddingGenerationOptions, CancellationToken)

Applies to

Product	Versions
.NET	8 (package-provided), 9 (package-provided), 10 (package-provided)
.NET Standard	2.0 (package-provided)

Share via