kolchfa-aws 3f7468b504
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

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* Update cat-index-tool.md

Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>

* 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

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

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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

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* 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

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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

1.6 KiB

layout, title, parent, grand_parent, nav_order
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default Execute agent Agent APIs ML Commons APIs 20

Execute an agent

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}

When an agent is executed, it runs the tools with which it is configured.

Path and HTTP methods

POST /_plugins/_ml/agents/<agent_id>/_execute

Request fields

The following table lists the available request fields.

Field | Data type | Required/Optional | Description :--- | :--- | :--- parameters| Object | Required | The parameters required by the agent. parameters.verbose| Boolean | Optional | Provides verbose output.

Example request

POST /_plugins/_ml/agents/879v9YwBjWKCe6Kg12Tx/_execute
{
  "parameters": {
    "question": "what's the population increase of Seattle from 2021 to 2023"
  }
}

{% include copy-curl.html %}

Example response

{
  "inference_results": [
    {
      "output": [
        {
          "result": """ Based on the given context, the key information is:

The metro area population of Seattle in 2021 was 3,461,000.
The metro area population of Seattle in 2023 is 3,519,000.

To calculate the population increase from 2021 to 2023:

Population in 2023 (3,519,000) - Population in 2021 (3,461,000) = 58,000

Therefore, the population increase of Seattle from 2021 to 2023 is 58,000."""
        }
      ]
    }
  ]
}