EmbeddingGeneratorExtensions.GenerateAndZipAsync<TInput,TEmbedding> Method
Definition
Important
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Generates embeddings for each of the supplied values and produces a list that pairs
each input value with its resulting embedding.
public static System.Threading.Tasks.Task<(TInput Value, TEmbedding Embedding)[]> GenerateAndZipAsync<TInput,TEmbedding> (this Microsoft.Extensions.AI.IEmbeddingGenerator<TInput,TEmbedding> generator, System.Collections.Generic.IEnumerable<TInput> values, Microsoft.Extensions.AI.EmbeddingGenerationOptions? options = default, System.Threading.CancellationToken cancellationToken = default) where TEmbedding : Microsoft.Extensions.AI.Embedding;static member GenerateAndZipAsync : Microsoft.Extensions.AI.IEmbeddingGenerator<'Input, 'Embedding (requires 'Embedding :> Microsoft.Extensions.AI.Embedding)> * seq<'Input> * Microsoft.Extensions.AI.EmbeddingGenerationOptions * System.Threading.CancellationToken -> System.Threading.Tasks.Task<ValueTuple<'Input, 'Embedding>[]> (requires 'Embedding :> Microsoft.Extensions.AI.Embedding)<Extension()>
Public Function GenerateAndZipAsync(Of TInput, TEmbedding) (generator As IEmbeddingGenerator(Of TInput, TEmbedding), values As IEnumerable(Of TInput), Optional options As EmbeddingGenerationOptions = Nothing, Optional cancellationToken As CancellationToken = Nothing) As Task(Of ValueTuple(Of TInput, TEmbedding)())Type Parameters
- TInput
The type from which embeddings will be generated.
- TEmbedding
The type of embedding to generate.
Parameters
- generator
- IEmbeddingGenerator<TInput,TEmbedding>
The embedding generator.
- values
- IEnumerable<TInput>
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<ValueTuple<TInput,TEmbedding>[]>
An array containing tuples of the input values and the associated generated embeddings.
Applies to
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