DistributedCachingEmbeddingGenerator<TInput,TEmbedding> Class

Reference

Definition

Namespace:: Microsoft.Extensions.AI

Assembly:: Microsoft.Extensions.AI.dll

Package:: Microsoft.Extensions.AI v9.0.0-preview.9.24556.5

Important

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A delegating embedding generator that caches the results of embedding generation calls, storing them as JSON in an IDistributedCache.

generic <typename TInput, typename TEmbedding>
 where TEmbedding : Embeddingpublic ref class DistributedCachingEmbeddingGenerator : Microsoft::Extensions::AI::CachingEmbeddingGenerator<TInput, TEmbedding>

public class DistributedCachingEmbeddingGenerator<TInput,TEmbedding> : Microsoft.Extensions.AI.CachingEmbeddingGenerator<TInput,TEmbedding> where TEmbedding : Embedding

type DistributedCachingEmbeddingGenerator<'Input, 'Embedding (requires 'Embedding :> Embedding)> = class
    inherit CachingEmbeddingGenerator<'Input, 'Embedding (requires 'Embedding :> Embedding)>

Public Class DistributedCachingEmbeddingGenerator(Of TInput, TEmbedding)
Inherits CachingEmbeddingGenerator(Of TInput, TEmbedding)

Type Parameters

TInput

The type from which embeddings will be generated.

TEmbedding

The type of embeddings to generate.

Inheritance: Object

DelegatingEmbeddingGenerator<TInput,TEmbedding>

CachingEmbeddingGenerator<TInput,TEmbedding>
DistributedCachingEmbeddingGenerator<TInput,TEmbedding>

Remarks

The provided implementation of IEmbeddingGenerator<TInput,TEmbedding> is thread-safe for concurrent use so long as the employed IDistributedCache is similarly thread-safe for concurrent use.

Constructors

DistributedCachingEmbeddingGenerator<TInput,TEmbedding>(IEmbeddingGenerator<TInput,TEmbedding>, IDistributedCache)

Initializes a new instance of the DistributedCachingEmbeddingGenerator<TInput,TEmbedding> class.

Properties

InnerGenerator	Gets the inner IEmbeddingGenerator<TInput,TEmbedding>. (Inherited from DelegatingEmbeddingGenerator<TInput,TEmbedding>)
JsonSerializerOptions	Gets or sets JSON serialization options to use when serializing cache data.
Metadata	Gets metadata that describes the IEmbeddingGenerator<TInput,TEmbedding>. (Inherited from DelegatingEmbeddingGenerator<TInput,TEmbedding>)

Methods

Dispose()	Performs application-defined tasks associated with freeing, releasing, or resetting unmanaged resources. (Inherited from DelegatingEmbeddingGenerator<TInput,TEmbedding>)
Dispose(Boolean)	Provides a mechanism for releasing unmanaged resources. (Inherited from DelegatingEmbeddingGenerator<TInput,TEmbedding>)
Equals(Object)	Determines whether the specified object is equal to the current object. (Inherited from Object)
GenerateAsync(IEnumerable<TInput>, EmbeddingGenerationOptions, CancellationToken)	(Inherited from CachingEmbeddingGenerator<TInput,TEmbedding>)
GetCacheKey(TInput, EmbeddingGenerationOptions)	Computes a cache key for the specified call parameters.
GetHashCode()	Serves as the default hash function. (Inherited from Object)
GetService<TService>(Object)	Asks the IEmbeddingGenerator<TInput,TEmbedding> for an object of type `TService`. (Inherited from DelegatingEmbeddingGenerator<TInput,TEmbedding>)
GetType()	Gets the Type of the current instance. (Inherited from Object)
MemberwiseClone()	Creates a shallow copy of the current Object. (Inherited from Object)
ReadCacheAsync(String, CancellationToken)	Returns a previously cached Embedding<T>, if available.
ToString()	Returns a string that represents the current object. (Inherited from Object)
WriteCacheAsync(String, TEmbedding, CancellationToken)	Stores a `TEmbedding` in the underlying cache.

Extension Methods

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`.

Applies to

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