MultiModalEmbedding
Defined in: .build/typescript/packages/core/src/embeddings/muti-model.ts:20
Extends
Section titled “Extends”
abstractMultiModalEmbedding<Options>(nodes,options?):Promise
Defined in: .build/typescript/packages/core/src/embeddings/muti-model.ts:20
Type Parameters
Section titled “Type Parameters”Options
Section titled “Options”Options extends Record<string, unknown>
Parameters
Section titled “Parameters”options?
Section titled “options?”Options
Returns
Section titled “Returns”Promise
Constructors
Section titled “Constructors”Constructor
Section titled “Constructor”
protectednew MultiModalEmbedding():MultiModalEmbedding
Defined in: .build/typescript/packages/core/src/embeddings/muti-model.ts:23
Returns
Section titled “Returns”MultiModalEmbedding
Overrides
Section titled “Overrides”Properties
Section titled “Properties”embedBatchSize
Section titled “embedBatchSize”embedBatchSize:
number=DEFAULT_EMBED_BATCH_SIZE
Defined in: .build/typescript/packages/core/src/embeddings/base.ts:28
Inherited from
Section titled “Inherited from”embedInfo?
Section titled “embedInfo?”
optionalembedInfo:EmbeddingInfo
Defined in: .build/typescript/packages/core/src/embeddings/base.ts:29
Inherited from
Section titled “Inherited from”id:
string
Defined in: .build/typescript/packages/core/src/schema/type.ts:22
Inherited from
Section titled “Inherited from”Methods
Section titled “Methods”similarity()
Section titled “similarity()”similarity(
embedding1,embedding2,mode):number
Defined in: .build/typescript/packages/core/src/embeddings/base.ts:61
Parameters
Section titled “Parameters”embedding1
Section titled “embedding1”number[]
embedding2
Section titled “embedding2”number[]
SimilarityType = SimilarityType.DEFAULT
Returns
Section titled “Returns”number
Inherited from
Section titled “Inherited from”getTextEmbedding()
Section titled “getTextEmbedding()”
abstractgetTextEmbedding(text):Promise<number[]>
Defined in: .build/typescript/packages/core/src/embeddings/base.ts:69
Parameters
Section titled “Parameters”string
Returns
Section titled “Returns”Promise<number[]>
Inherited from
Section titled “Inherited from”BaseEmbedding.getTextEmbedding
getTextEmbeddings()
Section titled “getTextEmbeddings()”getTextEmbeddings(
texts):Promise<number[][]>
Defined in: .build/typescript/packages/core/src/embeddings/base.ts:85
Optionally override this method to retrieve multiple embeddings in a single request
Parameters
Section titled “Parameters”string[]
Returns
Section titled “Returns”Promise<number[][]>
Inherited from
Section titled “Inherited from”BaseEmbedding.getTextEmbeddings
getTextEmbeddingsBatch()
Section titled “getTextEmbeddingsBatch()”getTextEmbeddingsBatch(
texts,options?):Promise<number[][]>
Defined in: .build/typescript/packages/core/src/embeddings/base.ts:101
Get embeddings for a batch of texts
Parameters
Section titled “Parameters”string[]
options?
Section titled “options?”Returns
Section titled “Returns”Promise<number[][]>
Inherited from
Section titled “Inherited from”BaseEmbedding.getTextEmbeddingsBatch
truncateMaxTokens()
Section titled “truncateMaxTokens()”truncateMaxTokens(
input):string[]
Defined in: .build/typescript/packages/core/src/embeddings/base.ts:113
Parameters
Section titled “Parameters”string[]
Returns
Section titled “Returns”string[]
Inherited from
Section titled “Inherited from”BaseEmbedding.truncateMaxTokens
getImageEmbedding()
Section titled “getImageEmbedding()”
abstractgetImageEmbedding(images):Promise<number[]>
Defined in: .build/typescript/packages/core/src/embeddings/muti-model.ts:21
Parameters
Section titled “Parameters”images
Section titled “images”Returns
Section titled “Returns”Promise<number[]>
getImageEmbeddings()
Section titled “getImageEmbeddings()”getImageEmbeddings(
images):Promise<number[][]>
Defined in: .build/typescript/packages/core/src/embeddings/muti-model.ts:62
Optionally override this method to retrieve multiple image embeddings in a single request
Parameters
Section titled “Parameters”images
Section titled “images”Returns
Section titled “Returns”Promise<number[][]>
getQueryEmbedding()
Section titled “getQueryEmbedding()”getQueryEmbedding(
query):Promise<null|number[]>
Defined in: .build/typescript/packages/core/src/embeddings/muti-model.ts:68
Parameters
Section titled “Parameters”Returns
Section titled “Returns”Promise<null | number[]>