kolchfa-aws 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

Co-authored-by: Melissa Vagi <vagimeli@amazon.com>
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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/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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* 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

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* 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 <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

4.4 KiB

layout title has_children has_toc nav_order parent grand_parent
default Search Alerts tool false false 67 Tools Agents and tools

Search Alerts tool

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.
{: .warning}

The SearchAlertsTool retrieves information about generated alerts. For more information about alerts, see Alerting.

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:

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.

OpenSearch responds with an agent ID:

{
  "agent_id": "EuJYYo0B9RaBCvhuy1q8"
}

Step 2: Run the agent

Run the agent by sending the following request:

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:

{
  "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:

{
  "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.