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Class: BaseEmbedding

Hierarchy

Implements

Implemented by

Constructors

constructor

new BaseEmbedding(): BaseEmbedding

Returns

BaseEmbedding

Properties

embedBatchSize

embedBatchSize: number = DEFAULT_EMBED_BATCH_SIZE

Defined in

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

Methods

getQueryEmbedding

getQueryEmbedding(query): Promise<number[]>

Parameters

NameType
querystring

Returns

Promise<number[]>

Defined in

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


getTextEmbedding

getTextEmbedding(text): Promise<number[]>

Parameters

NameType
textstring

Returns

Promise<number[]>

Defined in

packages/core/src/embeddings/types.ts:19


getTextEmbeddings

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

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

Parameters

NameType
textsstring[]

Returns

Promise<number[][]>

Defined in

packages/core/src/embeddings/types.ts:26


getTextEmbeddingsBatch

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

Get embeddings for a batch of texts

Parameters

NameType
textsstring[]
options?Object
options.logProgress?boolean

Returns

Promise<number[][]>

Defined in

packages/core/src/embeddings/types.ts:42


similarity

similarity(embedding1, embedding2, mode?): number

Parameters

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

Returns

number

Defined in

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


transform

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

Parameters

NameType
nodesBaseNode<Metadata>[]
_options?any

Returns

Promise<BaseNode<Metadata>[]>

Implementation of

TransformComponent.transform

Defined in

packages/core/src/embeddings/types.ts:73