kolchfa-aws f999e0a8a8
Add an overview of search methods and pages for each search method (#5636)
* Restructuring TOC

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Resolve merge conflicts

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* More foundational rewrites of ML

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* TOC restructure

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Rename and rewrite search pages and add keyword search

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Small wording change

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Small wording change

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Updated response

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Apply suggestions from code review

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Small rewording

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Move neural search to top of vector search list

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Change terminology

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Reorganize search methods list

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Rename links

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* More link renames

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Apply suggestions from code review

Co-authored-by: Nathan Bower <nbower@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* Implemented editorial comments

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

---------

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>
Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
Co-authored-by: Nathan Bower <nbower@amazon.com>
2023-11-29 15:28:20 -05:00

1.3 KiB

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Machine learning

The ML Commons plugin provides machine learning (ML) features in OpenSearch.

Integrating ML models

For ML-model-powered search, you can use a pretrained model provided by OpenSearch, upload your own model to the OpenSearch cluster, or connect to a foundation model hosted on an external platform.

For more information, see Integrating ML models.

Managing ML models in OpenSearch Dashboards

Administrators of ML clusters can use OpenSearch Dashboards to review and manage the status of ML models running inside a cluster. For more information, see Managing ML models in OpenSearch Dashboards.

Support for algorithms

ML Commons supports various algorithms to help train ML models and make predictions or test data-driven predictions without a model. For more information, see Supported algorithms.

ML Commons API

ML Commons provides its own set of REST APIs. For more information, see ML Commons API.