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Class: MultiModalEmbedding

Hierarchy

Constructors

constructor

new MultiModalEmbedding(): MultiModalEmbedding

Returns

MultiModalEmbedding

Inherited from

BaseEmbedding.constructor

Methods

getImageEmbedding

getImageEmbedding(images): Promise<number[]>

Parameters

NameType
imagesImageType

Returns

Promise<number[]>

Defined in

packages/core/src/embeddings/MultiModalEmbedding.ts:9


getImageEmbeddings

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

Parameters

NameType
imagesImageType[]

Returns

Promise<number[][]>

Defined in

packages/core/src/embeddings/MultiModalEmbedding.ts:11


getQueryEmbedding

getQueryEmbedding(query): Promise<number[]>

Parameters

NameType
querystring

Returns

Promise<number[]>

Inherited from

BaseEmbedding.getQueryEmbedding

Defined in

packages/core/src/embeddings/types.ts:15


getTextEmbedding

getTextEmbedding(text): Promise<number[]>

Parameters

NameType
textstring

Returns

Promise<number[]>

Inherited from

BaseEmbedding.getTextEmbedding

Defined in

packages/core/src/embeddings/types.ts:14


similarity

similarity(embedding1, embedding2, mode?): number

Parameters

NameTypeDefault value
embedding1number[]undefined
embedding2number[]undefined
modeSimilarityTypeSimilarityType.DEFAULT

Returns

number

Inherited from

BaseEmbedding.similarity

Defined in

packages/core/src/embeddings/types.ts:6


transform

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

Parameters

NameType
nodesBaseNode<Metadata>[]
_options?any

Returns

Promise<BaseNode<Metadata>[]>

Inherited from

BaseEmbedding.transform

Defined in

packages/core/src/embeddings/types.ts:17