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[Documentation] Tutorial for using Asymmetric models #3255

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brianf-aws opened this issue Dec 5, 2024 · 1 comment · May be fixed by #3258
Open

[Documentation] Tutorial for using Asymmetric models #3255

brianf-aws opened this issue Dec 5, 2024 · 1 comment · May be fixed by #3258
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enhancement New feature or request

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@brianf-aws
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Is your feature request related to a problem?
We want to provide a tutorial for using Asymmetric models in ML Commons this was already proven possible by this PR (#1799).

What solution would you like?
This tutorial will be implemented within the semantic Search folder (https://github.com/opensearch-project/ml-commons/tree/main/docs/tutorials/semantic_search)

What alternatives have you considered?
N/A

Do you have any additional context?

OpenSearch currently only supports symmetric text embedding models ... These models treat queries and passages equally at inference time ... to support these models (Asymmetric) in OpenSearch we need to be able to define different inference mechanisms for the passage embedding and the query embedding. - src

@brianf-aws brianf-aws added enhancement New feature or request untriaged labels Dec 5, 2024
@brianf-aws brianf-aws linked a pull request Dec 6, 2024 that will close this issue
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@brianf-aws
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I have a PR for this can I get assgined?

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