Class PerplexityContextualizedEmbeddingProvider

Namespace

Mythosia.AI.Rag.Embeddings

Assembly

Mythosia.AI.Rag.dll

public sealed class PerplexityContextualizedEmbeddingProvider : IRetrievalEmbeddingProvider, IEmbeddingProvider

Inheritance

object

PerplexityContextualizedEmbeddingProvider

Implements

IRetrievalEmbeddingProvider

IEmbeddingProvider

Inherited Members

object.GetType()

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

Constructors

PerplexityContextualizedEmbeddingProvider(string, HttpClient, string, int?)

public PerplexityContextualizedEmbeddingProvider(string apiKey, HttpClient httpClient, string model = "pplx-embed-context-v1-0.6b", int? dimensions = null)

Parameters

apiKey string

httpClient HttpClient

model string

dimensions int?

Properties

Dimensions

public int Dimensions { get; }

Property Value

int

Model

public string Model { get; }

Property Value

string

Methods

GetBinaryDocumentEmbeddingsAsync(IEnumerable<IEnumerable<string>>, CancellationToken)

public Task<IReadOnlyList<IReadOnlyList<PerplexityBinaryEmbedding>>> GetBinaryDocumentEmbeddingsAsync(IEnumerable<IEnumerable<string>> documentChunks, CancellationToken cancellationToken = default)

Parameters

documentChunks IEnumerable<IEnumerable<string>>

cancellationToken CancellationToken

Returns

Task<IReadOnlyList<IReadOnlyList<PerplexityBinaryEmbedding>>>

GetBinaryQueryEmbeddingAsync(string, CancellationToken)

public Task<PerplexityBinaryEmbedding> GetBinaryQueryEmbeddingAsync(string query, CancellationToken cancellationToken = default)

Parameters

query string

cancellationToken CancellationToken

Returns

Task<PerplexityBinaryEmbedding>

GetDocumentEmbeddingsAsync(IEnumerable<IEnumerable<string>>, CancellationToken)

public Task<IReadOnlyList<IReadOnlyList<float[]>>> GetDocumentEmbeddingsAsync(IEnumerable<IEnumerable<string>> documentChunks, CancellationToken cancellationToken = default)

Parameters

documentChunks IEnumerable<IEnumerable<string>>

cancellationToken CancellationToken

Returns

Task<IReadOnlyList<IReadOnlyList<float[]>>>

GetEmbeddingAsync(string, CancellationToken)

public Task<float[]> GetEmbeddingAsync(string text, CancellationToken cancellationToken = default)

Parameters

text string

cancellationToken CancellationToken

Returns

Task<float[]>

GetEmbeddingsAsync(IEnumerable<string>, CancellationToken)

public Task<IReadOnlyList<float[]>> GetEmbeddingsAsync(IEnumerable<string> texts, CancellationToken cancellationToken = default)

Parameters

texts IEnumerable<string>

cancellationToken CancellationToken

Returns

Task<IReadOnlyList<float[]>>

GetQueryEmbeddingAsync(string, CancellationToken)

public Task<float[]> GetQueryEmbeddingAsync(string query, CancellationToken cancellationToken = default)

Parameters

query string

cancellationToken CancellationToken

Returns

Task<float[]>