opensearch-docs-cn/_ml-commons-plugin/agents-tools/tools/search-alerts-tool.md

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Add agent framework/throttling/hidden model/OS assistant and update conversational search documentation (#6354) * Add agent framework documentation Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add hidden model and API updates Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Vale error Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Updated field names Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add updating credentials Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Added tools table Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add OpenSearch forum thread for OS Assistant Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add tech review for conv search Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Fix links Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add tools Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add links to tools Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * More info about tools Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tool parameters Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Update cat-index-tool.md Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Parameter clarification Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tech review feedback Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Typo fix Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * More tech review feedback: RAG tool Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tech review feedback: memory APis Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Update _ml-commons-plugin/agents-tools/index.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/opensearch-assistant.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/agents-tools/tools/ppl-tool.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.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> * Separated search and get APIs and add conversational flow agent Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * More parameters for PPL tool Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Added more parameters Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tech review feedback: PPL tool 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> * Rename to automating configurations Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Editorial comments on the new text Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add parameter to PPl tool Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Changed link to configurations Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Rate limiter feedback and added warning 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>
2024-02-20 12:09:31 -05:00
---
layout: default
title: Search Alerts tool
has_children: false
has_toc: false
nav_order: 67
parent: Tools
grand_parent: Agents and tools
---
<!-- vale off -->
# Search Alerts tool
**Introduced 2.12**
{: .label .label-purple }
<!-- vale on -->
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}
The `SearchAlertsTool` retrieves information about generated alerts. For more information about alerts, see [Alerting]({{site.url}}{{site.baseurl}}/observing-your-data/alerting/index/).
## Step 1: Register a flow agent that will run the SearchAlertsTool
A flow agent runs a sequence of tools in order and returns the last tool's output. To create a flow agent, send the following register agent request:
```json
POST /_plugins/_ml/agents/_register
{
"name": "Test_Agent_For_Search_Alerts_Tool",
"type": "flow",
"description": "this is a test agent for the SearchAlertsTool",
"memory": {
"type": "demo"
},
"tools": [
{
"type": "SearchAlertsTool",
"name": "DemoSearchAlertsTool",
"parameters": {}
}
]
}
```
{% include copy-curl.html %}
For parameter descriptions, see [Register parameters](#register-parameters).
OpenSearch responds with an agent ID:
```json
{
"agent_id": "EuJYYo0B9RaBCvhuy1q8"
}
```
## Step 2: Run the agent
Run the agent by sending the following request:
```json
POST /_plugins/_ml/agents/EuJYYo0B9RaBCvhuy1q8/_execute
{
"parameters": {
"question": "Do I have any alerts?"
}
}
```
{% include copy-curl.html %}
OpenSearch responds with a list of generated alerts and the total number of alerts:
```json
{
"inference_results": [
{
"output": [
{
"name": "response",
"result": "Alerts=[Alert(id=rv9nYo0Bk4MTqirc_DkW, version=394, schemaVersion=5, monitorId=ZuJnYo0B9RaBCvhuEVux, workflowId=, workflowName=, monitorName=test-monitor-2, monitorVersion=1, monitorUser=User[name=admin, backend_roles=[admin], roles=[own_index, all_access], custom_attribute_names=[], user_requested_tenant=null], triggerId=ZeJnYo0B9RaBCvhuEVul, triggerName=t-1, findingIds=[], relatedDocIds=[], state=ACTIVE, startTime=2024-02-01T02:03:18.420Z, endTime=null, lastNotificationTime=2024-02-01T08:36:18.409Z, acknowledgedTime=null, errorMessage=null, errorHistory=[], severity=1, actionExecutionResults=[], aggregationResultBucket=null, executionId=ZuJnYo0B9RaBCvhuEVux_2024-02-01T02:03:18.404853331_51c18f2c-5923-47c3-b476-0f5a66c6319b, associatedAlertIds=[])]TotalAlerts=1"
}
]
}
]
}
```
If no alerts are found, OpenSearch responds with an empty array in the results:
```json
{
"inference_results": [
{
"output": [
{
"name": "response",
"result": "Alerts=[]TotalAlerts=0"
}
]
}
]
}
```
## Register parameters
The following table lists all tool parameters that are available when registering an agent. All parameters are optional.
Parameter | Type | Description
:--- | :--- | :---
`alertIds` | Array | The ID of the alert to search for.
`monitorId` | String | The name of the monitor by which to filter the alerts.
`workflowIds` | Array | A list of workflow IDs by which to filter the alerts.
`alertState` | String | The alert state by which to filter the alerts. Valid values are `ALL`, `ACTIVE`, `ERROR`, `COMPLETED`, and `ACKNOWLEDGED`. Default is `ALL`.
`severityLevel` | String| The severity level by which to filter the alerts. Valid values are `ALL`, `1`, `2`, and `3`. Default is `ALL`.
`searchString` | String | The search string to use for searching for a specific alert.
`sortOrder`| String | The sort order of the results. Valid values are `asc` (ascending) and `desc` (descending). Default is `asc`.
`sortString`| String | Specifies the monitor field by which to sort the results. Default is `monitor_name.keyword`.
`size` | Integer | The number of results to return. Default is `20`.
`startIndex`| Integer | The paginated index of the alert to start from. Default is `0`.
## Execute parameters
The following table lists all tool parameters that are available when running the agent.
Parameter | Type | Required/Optional | Description
:--- | :--- | :--- | :---
`question` | String | Required | The natural language question to send to the LLM.