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    Class TencentHunyuanEmbeddings

    Class for generating embeddings using the Tencent Hunyuan API.

    Hierarchy

    • TencentHunyuanEmbeddings
      • TencentHunyuanEmbeddings
    Index

    Constructors

    constructor

    Properties

    host sign tencentSecretId? tencentSecretKey?

    Methods

    embedDocuments embedQuery

    Constructors

    Properties

    host: string = "hunyuan.tencentcloudapi.com"

    Tencent Cloud API Host.

    "hunyuan.tencentcloudapi.com"
    sign: sign
    tencentSecretId?: string

    SecretID to use when making requests, can be obtained from https://console.cloud.tencent.com/cam/capi. Defaults to the value of TENCENT_SECRET_ID environment variable.

    tencentSecretKey?: string

    Secret key to use when making requests, can be obtained from https://console.cloud.tencent.com/cam/capi. Defaults to the value of TENCENT_SECRET_KEY environment variable.

    Methods

    • Method that takes an array of documents as input and returns a promise that resolves to a 2D array of embeddings for each document. It calls the embedQuery method for each document in the array.

      Parameters

      • documents: string[]

        Array of documents for which to generate embeddings.

      Returns Promise<number[][]>

      Promise that resolves to a 2D array of embeddings for each input document.

    • Method to generate an embedding for a single document. Calls the embeddingWithRetry method with the document as the input.

      Parameters

      • text: string

        Document to generate an embedding for.

      Returns Promise<number[]>

      Promise that resolves to an embedding for the document.

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