add asymmetric embedding blueprint #4423
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Signed-off-by: Fen Qin <mfenqin@amazon.com>
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ylwu-amzn
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Nov 14, 2025
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| # AWS SageMaker Asymmetric Embedding Model Standard Blueprint | |||
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| This blueprint demonstrates how to deploy an asymmetric embedding model (multilingual-e5-small) using AWS SageMaker and integrate it with OpenSearch for semantic search. The asymmetric model uses different prefixes for queries and passages to optimize search performance. | |||
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This blueprint demonstrates how to deploy an asymmetric embedding model (multilingual-e5-small) using AWS SageMaker
Seems this doc doesn't have how to deploy the model to AWS SageMaker. Can you add it ?
ylwu-amzn
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Nov 14, 2025
| - **passage_prefix**: "passage: " (prefix added to document passages) | ||
| - **space_type**: "l2" (distance metric for similarity calculation) | ||
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| ## References |
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Can you add how to use asymmetric embedding model in neural search ? Or link the document
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Description
This PR is to add sagemaker remonte connector blueprint for asymmetric embedding models.
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