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[ML] Adding text embedding byte representation #2410

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[ML] Adding text embedding byte representation #2410

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df7090e
Adding text embedding byte representation
jonathan-buttner Feb 8, 2024
b2af7df
Removing semi-colon
jonathan-buttner Feb 8, 2024
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59 changes: 57 additions & 2 deletions output/schema/schema.json
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7 changes: 7 additions & 0 deletions output/typescript/types.ts
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16 changes: 15 additions & 1 deletion specification/inference/_types/Results.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@
* under the License.
*/

import { float } from '@_types/Numeric'
import { float, byte } from '@_types/Numeric'
import { Dictionary } from '@spec_utils/Dictionary'

/**
Expand All @@ -36,6 +36,19 @@ export class SparseEmbeddingResult {
embedding: SparseVector
}

/**
* Text Embedding results containing bytes are represented as Dense
* Vectors of bytes.
*/
export type DenseByteVector = Array<byte>

/**
* The text embedding result object for byte representation
*/
export class TextEmbeddingByteResult {
embedding: DenseByteVector
}

/**
* The text embedding result object
*/
Expand All @@ -48,6 +61,7 @@ export class TextEmbeddingResult {
* @variants container
*/
export class InferenceResult {
text_embedding_bytes?: Array<TextEmbeddingByteResult>
text_embedding?: Array<TextEmbeddingResult>
sparse_embedding?: Array<SparseEmbeddingResult>
}
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