Class WatsonxEmbeddings

constructor

• new WatsonxEmbeddings(fields): WatsonxEmbeddings

• Parameters

  • fields: WatsonxInputEmbeddings & WatsonxAuth

  Returns WatsonxEmbeddings

OptionalmaxConcurrency

OptionalmaxRetries

model

OptionalprojectId

serviceUrl

OptionalspaceId

OptionaltruncateInputTokens

version

embedDocuments

• embedDocuments(documents): Promise<number[][]>

• An abstract method that takes an array of documents as input and returns a promise that resolves to an array of vectors for each document.

  Parameters

  • documents: string[]

    An array of documents to be embedded.

  Returns Promise<number[][]>

  A promise that resolves to an array of vectors for each document.

embedQuery

• embedQuery(document): Promise<number[]>

• An abstract method that takes a single document as input and returns a promise that resolves to a vector for the query document.

  Parameters

  • document: string

    A single document to be embedded.

  Returns Promise<number[]>

  A promise that resolves to a vector for the query document.

invocationParams

• invocationParams(): EmbeddingParameters

• Returns EmbeddingParameters

listModels

• listModels(): Promise<undefined | string[]>

• Returns Promise<undefined | string[]>

scopeId

• scopeId(): {
      modelId: string;
      projectId: string;
      spaceId?: undefined;
  } | {
      modelId: string;
      projectId?: undefined;
      spaceId: undefined | string;
  }

• Returns {
      modelId: string;
      projectId: string;
      spaceId?: undefined;
  } | {
      modelId: string;
      projectId?: undefined;
      spaceId: undefined | string;
  }