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Class: abstract BaseEmbedding

Extended by

Implements

Constructors

new BaseEmbedding()

new BaseEmbedding(): BaseEmbedding

Returns

BaseEmbedding

Properties

embedBatchSize

embedBatchSize: number = DEFAULT_EMBED_BATCH_SIZE

Source

packages/core/src/embeddings/types.ts:13

Methods

getQueryEmbedding()

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

Parameters

query: MessageContentDetail

Returns

Promise<null | number[]>

Source

packages/core/src/embeddings/types.ts:25


getTextEmbedding()

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

Parameters

text: string

Returns

Promise<number[]>

Source

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


getTextEmbeddings()

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

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

Parameters

texts: string[]

Returns

Promise<number[][]>

Source

packages/core/src/embeddings/types.ts:39


getTextEmbeddingsBatch()

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

Get embeddings for a batch of texts

Parameters

texts: string[]

options?

options.logProgress?: boolean

Returns

Promise<number[][]>

Source

packages/core/src/embeddings/types.ts:55


similarity()

similarity(embedding1, embedding2, mode): number

Parameters

embedding1: number[]

embedding2: number[]

mode: SimilarityType= SimilarityType.DEFAULT

Returns

number

Source

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


transform()

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

Parameters

nodes: BaseNode <Metadata>[]

_options?: any

Returns

Promise <BaseNode <Metadata>[]>

Implementation of

TransformComponent . transform

Source

packages/core/src/embeddings/types.ts:69