---
layout: default
title: Agent APIs
parent: ML Commons APIs
has_children: true
has_toc: false
nav_order: 27
redirect_from: /ml-commons-plugin/api/agent-apis/
---

# Agent APIs
**Introduced 2.12**
{: .label .label-purple }

This is an experimental feature and is not recommended for use in a production environment. For updates on the progress of the feature or if you want to leave feedback, see the associated [GitHub issue](https://github.com/opensearch-project/ml-commons/issues/1161).    
{: .warning}

You can automate machine learning (ML) tasks using agents and tools. An _agent_ orchestrates and runs ML models and tools. For more information, see [Agents and tools]({{site.url}}{{site.baseurl}}/ml-commons-plugin/agents-tools/index/).

ML Commons supports the following agent-level APIs:

- [Register agent]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/agent-apis/register-agent/)
- [Execute agent]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/agent-apis/execute-agent/)
- [Get agent]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/agent-apis/get-agent/)
- [Search agent]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/agent-apis/search-agent/)
- [Delete agent]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/agent-apis/delete-agent/)