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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/embeddings/index.d.ts:55

Constructors​

new MultiModalEmbedding()​

protected new MultiModalEmbedding(): MultiModalEmbedding

Returns​

MultiModalEmbedding

Overrides​

BaseEmbedding.constructor

Defined in​

packages/core/embeddings/dist/embeddings/index.d.ts:57

Properties​

embedBatchSize​

embedBatchSize: number

Inherited from​

BaseEmbedding.embedBatchSize

Defined in​

packages/core/embeddings/dist/embeddings/index.d.ts:34

embedInfo?​

optional embedInfo: EmbeddingInfo

Inherited from​

BaseEmbedding.embedInfo

Defined in​

packages/core/embeddings/dist/embeddings/index.d.ts:35

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/embeddings/index.d.ts:44

id​

id: string

Inherited from​

BaseEmbedding.id

Defined in​

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

Methods​

getImageEmbedding()​

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

Parameters​

• images: ImageType

Returns​

Promise<number[]>

Defined in​

packages/core/embeddings/dist/embeddings/index.d.ts:56

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/embeddings/index.d.ts:62

getQueryEmbedding()​

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

Parameters​

• query: MessageContentDetail

Returns​

Promise<null | number[]>

Overrides​

BaseEmbedding.getQueryEmbedding

Defined in​

packages/core/embeddings/dist/embeddings/index.d.ts:63

getTextEmbedding()​

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

Parameters​

• text: string

Returns​

Promise<number[]>

Inherited from​

BaseEmbedding.getTextEmbedding

Defined in​

packages/core/embeddings/dist/embeddings/index.d.ts:38

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/embeddings/index.d.ts:50

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/embeddings/index.d.ts:37

truncateMaxTokens()​

truncateMaxTokens(input): string[]

Parameters​

• input: string[]

Returns​

string[]

Inherited from​

BaseEmbedding.truncateMaxTokens

Defined in​

packages/core/embeddings/dist/embeddings/index.d.ts:51