Class BaiduQianfanEmbeddings

constructor

• new BaiduQianfanEmbeddings(fields?): BaiduQianfanEmbeddings

• Parameters

  • Optionalfields: Partial<BaiduQianfanEmbeddingsParams> & {
        qianfanAK?: string;
        qianfanAccessKey?: string;
        qianfanSK?: string;
        qianfanSecretKey?: string;
        verbose?: boolean;
    }

  Returns BaiduQianfanEmbeddings

accessToken

batchSize

embeddings

modelName

qianfanAK

qianfanAccessKey

qianfanSK

qianfanSecretKey

stripNewLines

embedDocuments

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

• Method to generate embeddings for an array of documents. Splits the documents into batches and makes requests to the BaiduQianFan API to generate embeddings.

  Parameters

  • texts: string[]

    Array of documents to generate embeddings for.

  Returns Promise<number[][]>

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

embedQuery

• embedQuery(text): Promise<number[]>

• 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.