mirror of
https://github.com/iSharkFly-Docs/opensearch-docs-cn
synced 2025-03-09 14:38:01 +00:00
* 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>
30 lines
1.3 KiB
Markdown
30 lines
1.3 KiB
Markdown
---
|
|
layout: default
|
|
title: Machine learning
|
|
nav_order: 1
|
|
has_children: false
|
|
has_toc: false
|
|
nav_exclude: true
|
|
---
|
|
|
|
# Machine learning
|
|
|
|
The [ML Commons plugin](https://github.com/opensearch-project/ml-commons/) 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]({{site.url}}{{site.baseurl}}/ml-commons-plugin/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]({{site.url}}{{site.baseurl}}/ml-commons-plugin/ml-dashboard/).
|
|
|
|
## 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]({{site.url}}{{site.baseurl}}/ml-commons-plugin/algorithms/).
|
|
|
|
## ML Commons API
|
|
|
|
ML Commons provides its own set of REST APIs. For more information, see [ML Commons API]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/index/). |