opensearch-docs-cn/_ml-commons-plugin/agents-tools/tools/cat-index-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: CAT Index tool
has_children: false
has_toc: false
nav_order: 20
parent: Tools
grand_parent: Agents and tools
---
<!-- vale off -->
# CAT Index 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 `CatIndexTool` retrieves index information for the OpenSearch cluster, similarly to the [CAT Indices API]({{site.url}}{{site.baseurl}}/api-reference/cat/cat-indices/).
## Step 1: Register a flow agent that will run the CatIndexTool
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_CatIndex_tool",
"type": "flow",
"description": "this is a test agent for the CatIndexTool",
"tools": [
{
"type": "CatIndexTool",
"name": "DemoCatIndexTool",
"parameters": {
"input": "${parameters.question}"
}
}
]
}
```
{% include copy-curl.html %}
For parameter descriptions, see [Register parameters](#register-parameters).
OpenSearch responds with an agent ID:
```json
{
"agent_id": "9X7xWI0Bpc3sThaJdY9i"
}
```
## Step 2: Run the agent
Before you run the agent, make sure that you add the sample OpenSearch Dashboards `Sample eCommerce orders` dataset. To learn more, see [Adding sample data]({{site.url}}{{site.baseurl}}/dashboards/quickstart#adding-sample-data).
Then, run the agent by sending the following request:
```json
POST /_plugins/_ml/agents/9X7xWI0Bpc3sThaJdY9i/_execute
{
"parameters": {
"question": "How many indices do I have?"
}
}
```
{% include copy-curl.html %}
OpenSearch returns the index information:
```json
{
"inference_results": [
{
"output": [
{
"name": "response",
"result": """health status index uuid pri rep docs.count docs.deleted store.size pri.store.size
green open .plugins-ml-model-group lHgGEgJhT_mpADyOZoXl2g 1 1 9 2 33.4kb 16.7kb
green open .plugins-ml-memory-meta b2LEpv0QS8K60QBjXtRm6g 1 1 13 0 95.1kb 47.5kb
green open .ql-datasources 9NXm_tMXQc6s_4uRToSNkQ 1 1 0 0 416b 208b
green open sample-ecommerce UPYOQcAfRGqFAlSxcZlRjw 1 1 40320 0 4.1mb 2mb
green open .plugins-ml-task xYTlprYCQnaaYici69SOjA 1 1 117 0 115.5kb 57.6kb
green open .opendistro_security 7DAqhm9QQmeEsQYhA40cJg 1 1 10 0 117kb 58.5kb
green open sample-host-health Na5tq6UiTt6r_qYME1vV-w 1 1 40320 0 2.6mb 1.3mb
green open .opensearch-observability 6PthtLluSKyYCdZR3Mw0iw 1 1 0 0 416b 208b
green open .plugins-ml-model WYcjBHcnRuSDHeVWPVupoA 1 1 191 45 4.2gb 2.1gb
green open index_for_neural_sparse GQswGabQRIazM_trnqaDrw 1 1 5 0 28.4kb 14.2kb
green open security-auditlog-2024.01.30 BhXR7Nd3QVOVGxJNpR0-jw 1 1 27768 0 13.8mb 7mb
green open sample-http-responses 0gmYYYdOTiCbVUvl_uDL0w 1 1 40320 0 2.5mb 1.2mb
green open security-auditlog-2024.02.01 2VD1ieDGS5m-TfjIdfT8Eg 1 1 39305 0 39mb 18.6mb
green open opensearch_dashboards_sample_data_ecommerce wnE6r7OvSPqc5YHj8wHSLA 1 1 4675 0 8.8mb 4.4mb
green open security-auditlog-2024.01.31 cNRK5-2eTwes0SRlXTl0RQ 1 1 34520 0 20.5mb 9.8mb
green open .plugins-ml-memory-message wTNBU4BBQVSFcFhNlUdfBQ 1 1 93 0 358.2kb 181.9kb
green open .plugins-flow-framework-state dJUNDv9MSJ2jjwKbzXPlrw 1 1 39 0 114.1kb 57kb
green open .plugins-ml-agent 7X1IzoLuSGmIujOh9i5mmg 1 1 30 0 170.7kb 85.3kb
green open .plugins-flow-framework-templates _ecC0KahTlmG_3tFUst7Uw 1 1 18 0 175.8kb 87.9kb
green open .plugins-ml-connector q45iJfVjQ5KgxeNC65DLSw 1 1 11 0 313.1kb 156.5kb
green open .kibana_1 vRjXK4bHSUueB_4iXiQ8yw 1 1 257 0 264kb 132kb
green open .plugins-ml-config G7gxGQB7TZeQzBasHd5PUg 1 1 1 0 7.8kb 3.9kb
green open .plugins-ml-controller NQTZPREZRhWoDdjCglRLFg 1 1 0 0 50.1kb 49.9kb
green open opensearch_dashboards_sample_data_logs 9gpOTB3rRgqBLvqis_k5LQ 1 1 14074 0 18mb 9mb
green open .plugins-flow-framework-config JlKPsCh6SEq-Jh6rPL_x9Q 1 1 1 0 7.8kb 3.9kb
green open opensearch_dashboards_sample_data_flights pJde0irnTce4-uobHwYmMQ 1 1 13059 0 11.9mb 5.9mb
green open my_test_data T4hwNs7CTJGIfw2QpCqQ_Q 1 1 6 0 91.7kb 45.8kb
green open .opendistro-job-scheduler-lock XjgmXAVKQ4e8Y-ac54VBzg 1 1 3 3 36.2kb 21.3kb
"""
}
]
}
]
}
```
## Register parameters
The following table lists all tool parameters that are available when registering an agent.
Parameter | Type | Required/Optional | Description
:--- | :--- | :--- | :---
`input` | String | Required | The user input used to return index information.
`index` | String | Optional | A comma-delimited list of one or more indexes on which to run the CAT operation. Default is an empty list, which means all indexes.
`local` | Boolean | Optional | When `true`, retrieves information from the local node only instead of the cluster manager node (default is `false`).
## 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.