ClipEmbedding
Defined in: providers/clip/src/embedding.ts:42
Extends
MultiModalEmbedding
ClipEmbedding<
Options>(nodes,options?):Promise<BaseNode<Metadata>[]>
Defined in: providers/clip/src/embedding.ts:42
Type Parameters
• Options extends Record<string, unknown>
Parameters
nodes
BaseNode<Metadata>[]
options?
Options
Returns
Promise<BaseNode<Metadata>[]>
Constructors
new ClipEmbedding()
new ClipEmbedding():
ClipEmbedding
Defined in: providers/clip/src/embedding.ts:51
Returns
Overrides
MultiModalEmbedding.constructor
Properties
modelType
modelType:
ClipEmbeddingModelType=ClipEmbeddingModelType.XENOVA_CLIP_VIT_BASE_PATCH16
Defined in: providers/clip/src/embedding.ts:43
Methods
getTokenizer()
getTokenizer():
Promise<PreTrainedTokenizer>
Defined in: providers/clip/src/embedding.ts:55
Returns
Promise<PreTrainedTokenizer>
getProcessor()
getProcessor():
Promise<Processor>
Defined in: providers/clip/src/embedding.ts:71
Returns
Promise<Processor>
getVisionModel()
getVisionModel():
Promise<CLIPVisionModelWithProjection>
Defined in: providers/clip/src/embedding.ts:87
Returns
Promise<CLIPVisionModelWithProjection>
getTextModel()
getTextModel():
Promise<CLIPTextModelWithProjection>
Defined in: providers/clip/src/embedding.ts:108
Returns
Promise<CLIPTextModelWithProjection>
getImageEmbedding()
getImageEmbedding(
image):Promise<number[]>
Defined in: providers/clip/src/embedding.ts:129
Parameters
image
ImageType
Returns
Promise<number[]>
Overrides
MultiModalEmbedding.getImageEmbedding
getTextEmbedding()
getTextEmbedding(
text):Promise<number[]>
Defined in: providers/clip/src/embedding.ts:136
Parameters
text
string
Returns
Promise<number[]>
Overrides
MultiModalEmbedding.getTextEmbedding