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OpenSearch-Docs-Cn/_ml-commons-plugin/using-ml-models.md
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3f7468b504 Add agent framework/throttling/hidden model/OS assistant and update conversational search documentation (#6354)
* Add agent framework documentation

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* Add hidden model and API updates

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* Vale error

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* Updated field names

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* Add updating credentials

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* Added tools table

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* Add OpenSearch forum thread for OS Assistant

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* Add tech review for conv search

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* Fix links

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* Add tools

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* Add links to tools

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* More info about tools

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* Tool parameters

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* Update cat-index-tool.md

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* Parameter clarification

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* Tech review feedback

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* Typo fix

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* More tech review feedback: RAG tool

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* Tech review feedback: memory APis

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* Update _ml-commons-plugin/agents-tools/index.md

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Signed-off-by: kolchfa-aws <[email protected]>

* Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md

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* Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md

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* Update _ml-commons-plugin/opensearch-assistant.md

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* Update _ml-commons-plugin/agents-tools/tools/ppl-tool.md

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* Apply suggestions from code review

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Signed-off-by: kolchfa-aws <[email protected]>

* Separated search and get APIs and add conversational flow agent

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* More parameters for PPL tool

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* Added more parameters

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* Tech review feedback: PPL tool

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* Apply suggestions from code review

Co-authored-by: Nathan Bower <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>

* Rename to automating configurations

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* Editorial comments on the new text

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* Add parameter to PPl tool

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* Changed link to configurations

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* Rate limiter feedback and added warning

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Signed-off-by: Fanit Kolchina <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>
Co-authored-by: Melissa Vagi <[email protected]>
Co-authored-by: Nathan Bower <[email protected]>
2024-02-20 12:09:31 -05:00

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layout, title, parent, has_children, nav_order, redirect_from
layout title parent has_children nav_order redirect_from
default Using ML models within OpenSearch Integrating ML models true 50
/ml-commons-plugin/model-serving-framework/
/ml-commons-plugin/ml-framework/

Using ML models within OpenSearch

Generally available 2.9 {: .label .label-purple }

To integrate machine learning (ML) models into your OpenSearch cluster, you can upload and serve them locally. Choose one of the following options:

GPU acceleration

For better performance, you can take advantage of GPU acceleration on your ML node. For more information, see GPU acceleration.