EmbeddingGeneratorExtensions.GenerateEmbeddingVectorAsync<TInput,TEmbedding> Method
Definition
Important
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Generates an embedding vector from the specified value.
public static System.Threading.Tasks.Task<ReadOnlyMemory<TEmbedding>> GenerateEmbeddingVectorAsync<TInput,TEmbedding> (this Microsoft.Extensions.AI.IEmbeddingGenerator<TInput,Microsoft.Extensions.AI.Embedding<TEmbedding>> generator, TInput value, Microsoft.Extensions.AI.EmbeddingGenerationOptions? options = default, System.Threading.CancellationToken cancellationToken = default);static member GenerateEmbeddingVectorAsync : Microsoft.Extensions.AI.IEmbeddingGenerator<'Input, Microsoft.Extensions.AI.Embedding<'Embedding>> * 'Input * Microsoft.Extensions.AI.EmbeddingGenerationOptions * System.Threading.CancellationToken -> System.Threading.Tasks.Task<ReadOnlyMemory<'Embedding>><Extension()>
Public Function GenerateEmbeddingVectorAsync(Of TInput, TEmbedding) (generator As IEmbeddingGenerator(Of TInput, Embedding(Of TEmbedding)), value As TInput, Optional options As EmbeddingGenerationOptions = Nothing, Optional cancellationToken As CancellationToken = Nothing) As Task(Of ReadOnlyMemory(Of TEmbedding))Type Parameters
- TInput
The type from which embeddings will be generated.
- TEmbedding
The numeric type of the embedding data.
Parameters
- generator
- IEmbeddingGenerator<TInput,Embedding<TEmbedding>>
The embedding generator.
- value
- TInput
A value from which an embedding will be generated.
- options
- EmbeddingGenerationOptions
The embedding generation options to configure the request.
- cancellationToken
- CancellationToken
The CancellationToken to monitor for cancellation requests. The default is None.
Returns
The generated embedding for the specified value.
Remarks
This operation is equivalent to using GenerateEmbeddingAsync<TInput,TEmbedding>(IEmbeddingGenerator<TInput,TEmbedding>, TInput, EmbeddingGenerationOptions, CancellationToken) and returning the resulting Embedding<T>'s Vector property.
