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Class: abstract MultiModalEmbedding()

Extends

Extended by

abstract MultiModalEmbedding<Options>(nodes, options?): Promise<BaseNode<Metadata>[]>

Type Parameters

Options extends Record<string, unknown>

Parameters

nodes: BaseNode<Metadata>[]

options?: Options

Returns

Promise<BaseNode<Metadata>[]>

Defined in

packages/core/embeddings/dist/index.d.ts:66

Constructors

new MultiModalEmbedding()

protected new MultiModalEmbedding(): MultiModalEmbedding

Returns

MultiModalEmbedding

Overrides

BaseEmbedding.constructor

Defined in

packages/core/embeddings/dist/index.d.ts:68

Properties

embedBatchSize

embedBatchSize: number

Inherited from

BaseEmbedding.embedBatchSize

Defined in

packages/core/embeddings/dist/index.d.ts:45


embedInfo?

optional embedInfo: EmbeddingInfo

Inherited from

BaseEmbedding.embedInfo

Defined in

packages/core/embeddings/dist/index.d.ts:46


getTextEmbeddings()

getTextEmbeddings: (texts) => Promise<number[][]>

Optionally override this method to retrieve multiple embeddings in a single request

Parameters

texts: string[]

Returns

Promise<number[][]>

Inherited from

BaseEmbedding.getTextEmbeddings

Defined in

packages/core/embeddings/dist/index.d.ts:55


id

id: string

Inherited from

BaseEmbedding.id

Defined in

packages/core/schema/dist/index.d.ts:171

Methods

getImageEmbedding()

abstract getImageEmbedding(images): Promise<number[]>

Parameters

images: ImageType

Returns

Promise<number[]>

Defined in

packages/core/embeddings/dist/index.d.ts:67


getImageEmbeddings()

getImageEmbeddings(images): Promise<number[][]>

Optionally override this method to retrieve multiple image embeddings in a single request

Parameters

images: ImageType[]

Returns

Promise<number[][]>

Defined in

packages/core/embeddings/dist/index.d.ts:73


getQueryEmbedding()

getQueryEmbedding(query): Promise<null | number[]>

Parameters

query: MessageContentDetail

Returns

Promise<null | number[]>

Overrides

BaseEmbedding.getQueryEmbedding

Defined in

packages/core/embeddings/dist/index.d.ts:74


getTextEmbedding()

abstract getTextEmbedding(text): Promise<number[]>

Parameters

text: string

Returns

Promise<number[]>

Inherited from

BaseEmbedding.getTextEmbedding

Defined in

packages/core/embeddings/dist/index.d.ts:49


getTextEmbeddingsBatch()

getTextEmbeddingsBatch(texts, options?): Promise<number[][]>

Get embeddings for a batch of texts

Parameters

texts: string[]

options?: BaseEmbeddingOptions

Returns

Promise<number[][]>

Inherited from

BaseEmbedding.getTextEmbeddingsBatch

Defined in

packages/core/embeddings/dist/index.d.ts:61


similarity()

similarity(embedding1, embedding2, mode?): number

Parameters

embedding1: number[]

embedding2: number[]

mode?: SimilarityType

Returns

number

Inherited from

BaseEmbedding.similarity

Defined in

packages/core/embeddings/dist/index.d.ts:48


truncateMaxTokens()

truncateMaxTokens(input): string[]

Parameters

input: string[]

Returns

string[]

Inherited from

BaseEmbedding.truncateMaxTokens

Defined in

packages/core/embeddings/dist/index.d.ts:62