OpenAIEmbeddingGenerator Class

Reference

Definition

Namespace:: Microsoft.Extensions.AI

Assembly:: Microsoft.Extensions.AI.OpenAI.dll

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

Source:: OpenAIEmbeddingGenerator.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.

An IEmbeddingGenerator<TInput,TEmbedding> for an OpenAI EmbeddingClient.

public ref class OpenAIEmbeddingGenerator sealed : IDisposable, Microsoft::Extensions::AI::IEmbeddingGenerator<System::String ^, Microsoft::Extensions::AI::Embedding<float> ^>

public sealed class OpenAIEmbeddingGenerator : IDisposable, Microsoft.Extensions.AI.IEmbeddingGenerator<string,Microsoft.Extensions.AI.Embedding<float>>

type OpenAIEmbeddingGenerator = class
    interface IEmbeddingGenerator<string, Embedding<single>>
    interface IDisposable

Public NotInheritable Class OpenAIEmbeddingGenerator
Implements IDisposable, IEmbeddingGenerator(Of String, Embedding(Of Single))

Inheritance: Object
OpenAIEmbeddingGenerator

Implements: IEmbeddingGenerator<String,Embedding<Single>> IDisposable

Constructors

OpenAIEmbeddingGenerator(EmbeddingClient, Nullable<Int32>)	Initializes a new instance of the OpenAIEmbeddingGenerator class.
OpenAIEmbeddingGenerator(OpenAIClient, String, Nullable<Int32>)	Initializes a new instance of the OpenAIEmbeddingGenerator class.

Methods

GenerateAsync(IEnumerable<String>, EmbeddingGenerationOptions, CancellationToken)

Generates embeddings for each of the supplied values.

Explicit Interface Implementations

IDisposable.Dispose()	Performs application-defined tasks associated with freeing, releasing, or resetting unmanaged resources.
IEmbeddingGenerator<String,Embedding<Single>>.GetService(Type, Object)	Asks the IEmbeddingGenerator<TInput,TEmbedding> for an object of the specified type `serviceType`.

Extension Methods

AsBuilder<TInput,TEmbedding>(IEmbeddingGenerator<TInput,TEmbedding>)	Creates a new EmbeddingGeneratorBuilder<TInput,TEmbedding> using `innerGenerator` as its inner generator.
GenerateAndZipAsync<TInput,TEmbedding>(IEmbeddingGenerator<TInput,TEmbedding>, IEnumerable<TInput>, EmbeddingGenerationOptions, CancellationToken)	Generates embeddings for each of the supplied `values` and produces a list that pairs each input value with its resulting embedding.
GenerateEmbeddingAsync<TInput,TEmbedding>(IEmbeddingGenerator<TInput,TEmbedding>, TInput, EmbeddingGenerationOptions, CancellationToken)	Generates an embedding from the specified `value`.
GetService<TInput,TEmbedding,TService>(IEmbeddingGenerator<TInput,TEmbedding>, Object)	Asks the IEmbeddingGenerator<TInput,TEmbedding> for an object of type `TService`.

Applies to

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