Class: ClipEmbedding
Hierarchy
↳
ClipEmbedding
Constructors
constructor
• new ClipEmbedding()
Inherited from
MultiModalEmbedding.constructor
Properties
modelType
• modelType: ClipEmbeddingModelType = ClipEmbeddingModelType.XENOVA_CLIP_VIT_BASE_PATCH16
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:10
processor
• Private processor: any
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:14
textModel
• Private textModel: any
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:16
tokenizer
• Private tokenizer: any
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:13
visionModel
• Private visionModel: any
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:15
Methods
getImageEmbedding
▸ getImageEmbedding(image): Promise<number[]>
Parameters
| Name | Type |
|---|---|
image | ImageType |
Returns
Promise<number[]>
Overrides
MultiModalEmbedding.getImageEmbedding
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:60
getImageEmbeddings
▸ getImageEmbeddings(images): Promise<number[][]>
Parameters
| Name | Type |
|---|---|
images | ImageType[] |
Returns
Promise<number[][]>
Inherited from
MultiModalEmbedding.getImageEmbeddings
Defined in
packages/core/src/embeddings/MultiModalEmbedding.ts:11
getProcessor
▸ getProcessor(): Promise<any>
Returns
Promise<any>
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:26
getQueryEmbedding
▸ getQueryEmbedding(query): Promise<number[]>
Parameters
| Name | Type |
|---|---|
query | string |
Returns
Promise<number[]>
Overrides
MultiModalEmbedding.getQueryEmbedding
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:75
getTextEmbedding
▸ getTextEmbedding(text): Promise<number[]>
Parameters
| Name | Type |
|---|---|
text | string |
Returns
Promise<number[]>
Overrides
MultiModalEmbedding.getTextEmbedding
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:67
getTextModel
▸ getTextModel(): Promise<any>
Returns
Promise<any>
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:47
getTokenizer
▸ getTokenizer(): Promise<any>
Returns
Promise<any>
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:18
getVisionModel
▸ getVisionModel(): Promise<any>
Returns
Promise<any>
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:34
similarity
▸ similarity(embedding1, embedding2, mode?): number
Parameters
| Name | Type | Default value |
|---|---|---|
embedding1 | number[] | undefined |
embedding2 | number[] | undefined |
mode | SimilarityType | SimilarityType.DEFAULT |
Returns
number
Inherited from
MultiModalEmbedding.similarity