LogoLogo
HomeNewsSupportVideos
  • Welcome
  • Wisej.NET
  • Concepts
    • Getting Started
    • General Concepts
    • Architecture
    • Extensibility
    • AI Providers
    • Vector Databases
    • Usage Metrics
    • Logging & Error Handling
  • Markup
  • Components
    • API
      • SmartAdapter
        • SmartAudioTTSAdapter
        • SmartAudioWhisperAdapter
        • SmartCalendarAdapter
        • SmartChartAdapter
        • SmartChartJS3Adapter
        • SmartChatBoxAdapter
        • SmartComboBoxAdapter
        • SmartCopilotAdapter
        • SmartDataEntryAdapter
        • SmartDocumentAdapter
        • SmartFullCalendarAdapter
        • SmartObjectAdapter
        • SmartPictureBoxAdapter
        • SmartQueryAdapter
        • SmartRealtimeAdapter
        • SmartReportAdapter
        • SmartTextBoxAdapter
        • SmartAdapter.ExtendsAttribute
        • SmartAdapter.FieldNameAttribute
        • SmartAdapter.FieldPromptAttribute
        • SmartAdapter.FieldRectangleAttribute
        • SmartAdapter.WorksWithAttribute
      • SmartEndpoint
        • AmazonBedrockEndpoint
        • AnthropicEndpoint
        • AzureAIEndpoint
        • CerebrasEndpoint
        • DeepSeekEndpoint
        • GoogleAIEndpoint
        • GroqCloudEndpoint
        • GroqCloudEndpointWhisper
        • HuggingFaceEndpoint
        • HuggingFaceJavaScriptEndpoint
        • LocalAIEndpoint
        • LocalAIEndpointImageGen
        • LocalAIEndpointTTS
        • LocalAIEndpointWhisper
        • NvidiaAIEndpoint
        • OllamaEndpoint
        • OpenAIEndpoint
        • OpenAIEndpointDallE
        • OpenAIEndpointRealtime
        • OpenAIEndpointTTS
        • OpenAIEndpointWhisper
        • SambaNovaEndpoint
        • SmartHttpEndpoint
        • TogetherAIEndpoint
        • XAIEndpoint
        • SmartEndpoint.Metrics
        • SmartEndpoint.Response
      • SmartExtensions
      • SmartHub
        • SmartSession.ConvertParameterEventArgs
        • SmartSession.ConvertParameterEventHandler
        • SmartSession.ErrorEventArgs
        • SmartSession.ErrorEventHandler
        • SmartSession.InvokeToolEventArgs
        • SmartSession.InvokeToolEventHandler
        • SmartSession.MessagesEventArgs
        • SmartSession.MessagesEventHandler
      • SmartObject
      • SmartPrompt
        • SmartAgentPrompt
        • SmartParallelPrompt
        • SmartPrompt.Parameter
        • SmartSession.ConvertParameterEventArgs
        • SmartSession.ConvertParameterEventHandler
        • SmartSession.ErrorEventArgs
        • SmartSession.ErrorEventHandler
        • SmartSession.InvokeToolEventArgs
        • SmartSession.InvokeToolEventHandler
        • SmartSession.MessagesEventArgs
        • SmartSession.MessagesEventHandler
      • SmartRealtimeSession
      • SmartSession
        • SmartSession.ConvertParameterEventArgs
        • SmartSession.ConvertParameterEventHandler
        • SmartSession.ErrorEventArgs
        • SmartSession.ErrorEventHandler
        • SmartSession.InvokeToolEventArgs
        • SmartSession.InvokeToolEventHandler
        • SmartSession.Message
        • SmartSession.MessageCollection
        • SmartSession.MessageRole
        • SmartSession.MessagesEventArgs
        • SmartSession.MessagesEventHandler
        • SmartSession.TrimmingStrategy
      • SmartTool
        • SmartTool.IToolProvider
        • SmartTool.ToolAttribute
        • SmartTool.ToolContext
      • Markup
        • MarkupExtensions
      • Controls
        • UVLightOverlay
      • Embeddings
        • EmbeddedDocument
        • Embedding
        • Matches
        • Metadata
      • Helpers
        • ApiKeys
        • Markdown
        • TextTokenizer
      • Services
        • DefaultSessionTrimmingService
        • IDocumentConversionService
          • DefaultDocumentConversionService
        • IEmbeddingGenerationService
          • DefaultEmbeddingGenerationService
          • HuggingFaceEmbeddingGenerationService
        • IEmbeddingStorageService
          • AzureAISearchEmbeddingStorageService
          • ChromaEmbeddingStorageService
          • FileSystemEmbeddingStorageService
          • MemoryEmbeddingStorageService
          • PineconeEmbeddingStorageService
          • QdrantEmbeddingStorageService
        • IHttpClientService
          • DefaultHttpClientService
        • ILoggerService
          • DefaultLoggerService
        • IOCRService
          • DefaultOCRService
        • IRerankingService
          • DefaultRerankingService
          • LocalAIRerankingService
          • PineconeRerankingService
        • ISessionTrimmingService
          • DefaultSessionTrimmingService
        • ITextSplitterService
          • RecursiveCharacterTextSplitterService
          • TextSplitterServiceBase
        • ITokenizerService
          • DefaultTokenizerService
        • IWebSearchService
          • BingWebSearchService
          • BraveWebSearchService
          • GoogleWebSearchService
      • Tools
        • ArxivTools
        • ChartJS3Tools
        • DatabaseTools
        • DataTableFilterTools
        • DocumentSearchTools
        • DocumentTools
        • FullCalendarTools
        • IToolsContainer
        • MathTools
        • ToolsContainer
        • UtilityTools
        • WebSearchTools
    • Built-in Services
      • IOCRService
      • ILoggerService
      • ITextSplitterService
      • ITokenizerService
      • IHttpClientService
      • IWebSearchService
      • IRerankingService
      • ISessionTrimmingService
      • IDocumentConversionService
      • IEmbeddingStorageService
      • IEmbeddingGenerationService
    • Built-in SmartTools
      • ToolsContainer
      • MathTools
      • UtilityTools
      • DatabaseTools
      • DocumentTools
      • DocumentSearchTools
      • WebSearchTools
      • ChartJS3Tools
      • FullCalendarTools
    • Built-in SmartAdapters
      • SmartAdapter
      • SmartAudioTTSAdapter
      • SmartAudioWhisperAdapter
      • SmartCalendarAdapter
      • SmartChartAdapter
      • SmartChartJS3Adapter
      • SmartChatBoxAdapter
      • SmartComboBoxAdapter
      • SmartCopilotAdapter
      • SmartDataEntryAdapter
      • SmartDocumentAdapter
      • SmartFullCalendarAdapter
      • SmartObjectAdapter
      • SmartPictureBoxAdapter
      • SmartQueryAdapter
      • SmartRealtimeAdapter
      • SmartReportAdapter
      • SmartTextBoxAdapter
    • Configure Services
    • Using SmartHub
    • Using SmartTools
    • Using SmartPrompt
    • Using SmartSession
    • Using SmartRealTimeAdapter
    • UVLightOverlay Control
Powered by GitBook
On this page
  • Constructors
  • HuggingFaceEmbeddingGenerationService(url)
  • Properties
  • MaxArraySize
  • URL
  • VectorSize
  • Methods
  • EmbedAsync(chunks)
  • Implements
Export as PDF
  1. Components
  2. API
  3. Services
  4. IEmbeddingGenerationService

HuggingFaceEmbeddingGenerationService

Wisej.AI.Services.HuggingFaceEmbeddingGenerationService

PreviousDefaultEmbeddingGenerationServiceNextIEmbeddingStorageService

Last updated 5 days ago

Namespace: Wisej.AI.Services

Assembly: Wisej.AI (3.5.0.0)

Represents a service for generating embeddings using the Hugging Face API.

public class HuggingFaceEmbeddingGenerationService : IEmbeddingGenerationService
Public Class HuggingFaceEmbeddingGenerationService
    Inherits IEmbeddingGenerationService

This class implements the interface and provides methods to generate embeddings from text chunks using the Hugging Face API.

Constructors

HuggingFaceEmbeddingGenerationService(url)

Initializes a new instance of the class with an optional URL.

Name
Type
Description

url

The base URL of the Hugging Face API. Default is null.

Properties

MaxArraySize

: Gets or sets the maximum size of the array that can be processed in a single request. (Default: 100)

URL

: Gets or sets the base URL of the Hugging Face API. (Default: null)

Methods

Asynchronously generates embeddings for the provided text chunks.

Parameter
Type
Description

chunks

An array of text chunks to generate embeddings for.

This method handles chunking of input data and parallelizes requests if necessary. It combines results from multiple requests if the input exceeds the maximum array size.


var service = new HuggingFaceEmbeddingGenerationService("http://api.example.com");
var embedding = await service.EmbedAsync(new string[] { "text1", "text2" });

Implements

Name
Description

Represents a service capable of generating embeddings from provided text chunks.

VectorSize

: Gets or sets the size of the vector for the embeddings. This property is not used. (Default: 0)

EmbedAsync(chunks)

Returns: . A task that represents the asynchronous operation. The task result contains the generated .

Int32
Task<Embedding>
Embedding
String
String[]
IEmbeddingGenerationService
IEmbeddingGenerationService
HuggingFaceEmbeddingGenerationService
Int32
String