Skip to main content

Class: ClipEmbedding()

Extends

ClipEmbedding<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/providers/clip/dist/index.d.ts:16

Constructors

new ClipEmbedding()

new ClipEmbedding(): ClipEmbedding

Returns

ClipEmbedding

Overrides

MultiModalEmbedding.constructor

Defined in

packages/providers/clip/dist/index.d.ts:22

Properties

embedBatchSize

embedBatchSize: number

Inherited from

MultiModalEmbedding.embedBatchSize

Defined in

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


embedInfo?

optional embedInfo: EmbeddingInfo

Inherited from

MultiModalEmbedding.embedInfo

Defined in

packages/core/embeddings/dist/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

MultiModalEmbedding.getTextEmbeddings

Defined in

packages/core/embeddings/dist/index.d.ts:44


id

id: string

Inherited from

MultiModalEmbedding.id

Defined in

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


modelType

modelType: ClipEmbeddingModelType

Defined in

packages/providers/clip/dist/index.d.ts:17

Methods

getImageEmbedding()

getImageEmbedding(image): Promise<number[]>

Parameters

image: ImageType

Returns

Promise<number[]>

Overrides

MultiModalEmbedding.getImageEmbedding

Defined in

packages/providers/clip/dist/index.d.ts:27


getImageEmbeddings()

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

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

Parameters

images: ImageType[]

Returns

Promise<number[][]>

Inherited from

MultiModalEmbedding.getImageEmbeddings

Defined in

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


getProcessor()

getProcessor(): Promise<Processor>

Returns

Promise<Processor>

Defined in

packages/providers/clip/dist/index.d.ts:24


getQueryEmbedding()

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

Parameters

query: MessageContentDetail

Returns

Promise<null | number[]>

Inherited from

MultiModalEmbedding.getQueryEmbedding

Defined in

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


getTextEmbedding()

getTextEmbedding(text): Promise<number[]>

Parameters

text: string

Returns

Promise<number[]>

Overrides

MultiModalEmbedding.getTextEmbedding

Defined in

packages/providers/clip/dist/index.d.ts:28


getTextEmbeddingsBatch()

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

Get embeddings for a batch of texts

Parameters

texts: string[]

options?: BaseEmbeddingOptions

Returns

Promise<number[][]>

Inherited from

MultiModalEmbedding.getTextEmbeddingsBatch

Defined in

packages/core/embeddings/dist/index.d.ts:50


getTextModel()

getTextModel(): Promise<CLIPTextModelWithProjection>

Returns

Promise<CLIPTextModelWithProjection>

Defined in

packages/providers/clip/dist/index.d.ts:26


getTokenizer()

getTokenizer(): Promise<PreTrainedTokenizer>

Returns

Promise<PreTrainedTokenizer>

Defined in

packages/providers/clip/dist/index.d.ts:23


getVisionModel()

getVisionModel(): Promise<CLIPVisionModelWithProjection>

Returns

Promise<CLIPVisionModelWithProjection>

Defined in

packages/providers/clip/dist/index.d.ts:25


similarity()

similarity(embedding1, embedding2, mode?): number

Parameters

embedding1: number[]

embedding2: number[]

mode?: SimilarityType

Returns

number

Inherited from

MultiModalEmbedding.similarity

Defined in

packages/core/embeddings/dist/index.d.ts:37


truncateMaxTokens()

truncateMaxTokens(input): string[]

Parameters

input: string[]

Returns

string[]

Inherited from

MultiModalEmbedding.truncateMaxTokens

Defined in

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