Class: ClipEmbedding
Hierarchy
-
↳
ClipEmbedding
Constructors
constructor
• new ClipEmbedding(): ClipEmbedding
Returns
Inherited from
MultiModalEmbedding.constructor
Properties
embedBatchSize
• embedBatchSize: number
= DEFAULT_EMBED_BATCH_SIZE
Inherited from
MultiModalEmbedding.embedBatchSize
Defined in
packages/core/src/embeddings/types.ts:11
modelType
• modelType: ClipEmbeddingModelType
= ClipEmbeddingModelType.XENOVA_CLIP_VIT_BASE_PATCH16
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:11
processor
• Private
processor: any
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:15
textModel
• Private
textModel: any
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:17
tokenizer
• Private
tokenizer: any
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:14
visionModel
• Private
visionModel: any
Defined in
packages/core/src/embeddings/ClipEmbedding.ts:16
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:61
getImageEmbeddings
▸ getImageEmbeddings(images
): Promise
<number
[][]>
Optionally override this method to retrieve multiple image embeddings in a single request
Parameters
Name | Type |
---|---|
images | ImageType [] |
Returns
Promise
<number
[][]>
Inherited from
MultiModalEmbedding.getImageEmbeddings
Defined in
packages/core/src/embeddings/MultiModalEmbedding.ts:20
getProcessor
▸ getProcessor(): Promise
<any
>
Returns
Promise
<any
>