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Class: abstract MultiModalEmbedding

Extends

Extended by

Constructors

new MultiModalEmbedding()

new MultiModalEmbedding(): MultiModalEmbedding

Returns

MultiModalEmbedding

Inherited from

BaseEmbedding . constructor

Properties

embedBatchSize

embedBatchSize: number = DEFAULT_EMBED_BATCH_SIZE

Inherited from

BaseEmbedding . embedBatchSize

Source

packages/core/src/embeddings/types.ts:20


embedInfo?

optional embedInfo: EmbeddingInfo

Inherited from

BaseEmbedding . embedInfo

Source

packages/core/src/embeddings/types.ts:21

Methods

getImageEmbedding()

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

Parameters

images: ImageType

Returns

Promise<number[]>

Source

packages/core/src/embeddings/MultiModalEmbedding.ts:18


getImageEmbeddings()

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

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

Parameters

images: ImageType[]

Returns

Promise<number[][]>

Source

packages/core/src/embeddings/MultiModalEmbedding.ts:24


getQueryEmbedding()

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

Parameters

query: MessageContentDetail

Returns

Promise<null | number[]>

Overrides

BaseEmbedding . getQueryEmbedding

Source

packages/core/src/embeddings/MultiModalEmbedding.ts:58


getTextEmbedding()

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

Parameters

text: string

Returns

Promise<number[]>

Inherited from

BaseEmbedding . getTextEmbedding

Source

packages/core/src/embeddings/types.ts:31


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

Source

packages/core/src/embeddings/types.ts:47


getTextEmbeddingsBatch()

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

Get embeddings for a batch of texts

Parameters

texts: string[]

options?

options.logProgress?: boolean

Returns

Promise<number[][]>

Inherited from

BaseEmbedding . getTextEmbeddingsBatch

Source

packages/core/src/embeddings/types.ts:63


similarity()

similarity(embedding1, embedding2, mode): number

Parameters

embedding1: number[]

embedding2: number[]

mode: SimilarityType= SimilarityType.DEFAULT

Returns

number

Inherited from

BaseEmbedding . similarity

Source

packages/core/src/embeddings/types.ts:23


transform()

transform(nodes, _options?): Promise <BaseNode <Metadata>[]>

Parameters

nodes: BaseNode <Metadata>[]

_options?: any

Returns

Promise <BaseNode <Metadata>[]>

Overrides

BaseEmbedding . transform

Source

packages/core/src/embeddings/MultiModalEmbedding.ts:30