Class: JinaAIEmbedding()
Extends
JinaAIEmbedding<
Options>(nodes,options?):Promise<BaseNode<Metadata>[]>
Type Parameters
• Options extends Record<string, unknown>
Parameters
• options?: Options
Returns
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:44
Constructors
new JinaAIEmbedding()
new JinaAIEmbedding(
init?):JinaAIEmbedding
Parameters
• init?: Partial<JinaAIEmbedding>
Returns
Overrides
MultiModalEmbedding.constructor
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:80
Properties
apiKey
apiKey:
string
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:45
baseURL
baseURL:
string
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:47
dimensions?
optionaldimensions:number
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:50
embedBatchSize
embedBatchSize:
number
Inherited from
MultiModalEmbedding.embedBatchSize
Defined in
packages/core/embeddings/dist/index.d.ts:45
embedInfo?
optionalembedInfo:EmbeddingInfo
Inherited from
Defined in
packages/core/embeddings/dist/index.d.ts:46
encodingType?
optionalencodingType:EncodingType
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:49
id
id:
string
Inherited from
Defined in
packages/core/schema/dist/index.d.ts:171
late_chunking?
optionallate_chunking:boolean
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:51
model
model:
string
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:46
task?
optionaltask:TaskType
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:48
Methods
getImageEmbedding()
getImageEmbedding(
image):Promise<number[]>
Parameters
• image: ImageType
Returns
Promise<number[]>
Overrides
MultiModalEmbedding.getImageEmbedding
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:58
getImageEmbeddings()
getImageEmbeddings(
images):Promise<number[][]>
Optionally override this method to retrieve multiple image embeddings in a single request
Parameters
• images: ImageType[]
Returns
Promise<number[][]>
Overrides
MultiModalEmbedding.getImageEmbeddings
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:72
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:74
getTextEmbedding()
getTextEmbedding(
text):Promise<number[]>
Parameters
• text: string
Returns
Promise<number[]>
Overrides
MultiModalEmbedding.getTextEmbedding
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:53
getTextEmbeddings()
getTextEmbeddings(
texts):Promise<number[][]>
Optionally override this method to retrieve multiple embeddings in a single request
Parameters
• texts: string[]
Returns
Promise<number[][]>
Overrides
MultiModalEmbedding.getTextEmbeddings
Defined in
packages/llamaindex/src/embeddings/JinaAIEmbedding.ts:65
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:61
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:48
truncateMaxTokens()
truncateMaxTokens(
input):string[]
Parameters
• input: string[]
Returns
string[]
Inherited from
MultiModalEmbedding.truncateMaxTokens
Defined in
packages/core/embeddings/dist/index.d.ts:62