Interface MinimaxEmbeddingsParams

Interface for MinimaxEmbeddings parameters. Extends EmbeddingsParams and defines additional parameters specific to the MinimaxEmbeddings class.

interface MinimaxEmbeddingsParams {
    modelName: string;
    batchSize?: number;
    minimaxApiKey?: string;
    minimaxGroupId?: string;
    stripNewLines?: boolean;
    type?: "query" | "db";
}

Hierarchy (view full)

Implemented by

Properties

modelName batchSize? minimaxApiKey? minimaxGroupId? stripNewLines? type?

Properties

modelName

modelName: string

Model name to use

Optional batchSize

batchSize?: number

The maximum number of documents to embed in a single request. This is limited by the Minimax API to a maximum of 4096.

Optional minimaxApiKey

minimaxApiKey?: string

Secret key to use when making requests. Defaults to the value of MINIMAX_API_KEY environment variable.

Optional minimaxGroupId

minimaxGroupId?: string

API key to use when making requests. Defaults to the value of MINIMAX_GROUP_ID environment variable.

Optional stripNewLines

stripNewLines?: boolean

Whether to strip new lines from the input text. This is recommended by Minimax, but may not be suitable for all use cases.

Optional type

type?: "query" | "db"

The target use-case after generating the vector. When using embeddings, the vector of the target content is first generated through the db and stored in the vector database, and then the vector of the retrieval text is generated through the query. Note: For the parameters of the partial algorithm, we adopted a separate algorithm plan for query and db. Therefore, for a paragraph of text, if it is to be used as a retrieval text, it should use the db, and if it is used as a retrieval text, it should use the query.

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