Class CohereEmbeddings

A class for generating embeddings using the Cohere API.

Hierarchy

Embeddings
- CohereEmbeddings

Implements

CohereEmbeddingsParams

Index

Constructors

Properties

batchSize caller modelName

Methods

embedDocuments embedQuery

Constructors

constructor

new CohereEmbeddings(fields?): CohereEmbeddings
Constructor for the CohereEmbeddings class.
Parameters
- Optional fields: Partial<CohereEmbeddingsParams> & {
  apiKey?: string;
  verbose?: boolean;
  }
  
  An optional object with properties to configure the instance.
Returns CohereEmbeddings
Overrides Embeddings.constructor
- Defined in docs/api_refs/langchain/src/embeddings/cohere.ts:38

Properties

batchSize

batchSize: number = 48

The maximum number of documents to embed in a single request. This is limited by the Cohere API to a maximum of 96.

caller

caller: AsyncCaller

The async caller should be used by subclasses to make any async calls, which will thus benefit from the concurrency and retry logic.

modelName

modelName: string = "small"

Methods

embedDocuments

embedDocuments(texts): Promise<number[][]>
Generates embeddings for an array of texts.
Parameters
- texts: string[]
  
  An array of strings to generate embeddings for.
Returns Promise<number[][]>
A Promise that resolves to an array of embeddings.
Overrides Embeddings.embedDocuments
- Defined in docs/api_refs/langchain/src/embeddings/cohere.ts:65

embedQuery

embedQuery(text): Promise<number[]>
Generates an embedding for a single text.
Parameters
- text: string
  
  A string to generate an embedding for.
Returns Promise<number[]>
A Promise that resolves to an array of numbers representing the embedding.
Overrides Embeddings.embedQuery
- Defined in docs/api_refs/langchain/src/embeddings/cohere.ts:97

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