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Class: GeminiEmbedding

GeminiEmbedding is an alias for Gemini that implements the BaseEmbedding interface. Note: Vertex SDK currently does not support embeddings

Extends​

Constructors​

new GeminiEmbedding()​

new GeminiEmbedding(init?): GeminiEmbedding

Parameters​

• init?: Partial<GeminiEmbedding>

Returns​

GeminiEmbedding

Overrides​

BaseEmbedding.constructor

Defined in​

packages/llamaindex/src/embeddings/GeminiEmbedding.ts:18

Properties​

embedBatchSize​

embedBatchSize: number

Inherited from​

BaseEmbedding.embedBatchSize

Defined in​

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

embedInfo?​

optional embedInfo: EmbeddingInfo

Inherited from​

BaseEmbedding.embedInfo

Defined in​

packages/core/dist/embeddings/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​

BaseEmbedding.getTextEmbeddings

Defined in​

packages/core/dist/embeddings/index.d.ts:43

model​

model: GEMINI_EMBEDDING_MODEL

Defined in​

packages/llamaindex/src/embeddings/GeminiEmbedding.ts:15

session​

session: GeminiSession

Defined in​

packages/llamaindex/src/embeddings/GeminiEmbedding.ts:16

Methods​

getQueryEmbedding()​

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

Parameters​

• query: MessageContentDetail

Returns​

Promise<null | number[]>

Inherited from​

BaseEmbedding.getQueryEmbedding

Defined in​

packages/core/dist/embeddings/index.d.ts:38

getTextEmbedding()​

getTextEmbedding(text): Promise<number[]>

Parameters​

• text: string

Returns​

Promise<number[]>

Overrides​

BaseEmbedding.getTextEmbedding

Defined in​

packages/llamaindex/src/embeddings/GeminiEmbedding.ts:36

getTextEmbeddingsBatch()​

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

Get embeddings for a batch of texts

Parameters​

• texts: string[]

• options?: BaseEmbeddingOptions

Returns​

Promise<number[][]>

Inherited from​

BaseEmbedding.getTextEmbeddingsBatch

Defined in​

packages/core/dist/embeddings/index.d.ts:49

similarity()​

similarity(embedding1, embedding2, mode?): number

Parameters​

• embedding1: number[]

• embedding2: number[]

• mode?: SimilarityType

Returns​

number

Inherited from​

BaseEmbedding.similarity

Defined in​

packages/core/dist/embeddings/index.d.ts:36

transform()​

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

Parameters​

• nodes: BaseNode<Metadata>[]

• options?: BaseEmbeddingOptions

Returns​

Promise<BaseNode<Metadata>[]>

Inherited from​

BaseEmbedding.transform

Defined in​

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

truncateMaxTokens()​

truncateMaxTokens(input): string[]

Parameters​

• input: string[]

Returns​

string[]

Inherited from​

BaseEmbedding.truncateMaxTokens

Defined in​

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