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

3.4 KiB

layout title parent grand_parent nav_order
default Get message Memory APIs ML Commons APIs 50

Get message

Introduced 2.12 {: .label .label-purple }

Use this API to retrieve message information for conversational search.

To retrieve message information, you can:

When the Security plugin is enabled, all memories exist in a private security mode. Only the user who created a memory can interact with that memory and its messages. {: .important}

Get a message by ID

You can retrieve message information by using the message_id.

Path and HTTP methods

GET /_plugins/_ml/memory/message/<message_id>

Path parameters

The following table lists the available path parameters.

Parameter Data type Description
message_id String The ID of the message to retrieve.

Example request

GET /_plugins/_ml/memory/message/0m8ya40BfUsSoeNTj-pU

{% include copy-curl.html %}

Example response

{
  "memory_id": "gW8Aa40BfUsSoeNTvOKI",
  "message_id": "0m8ya40BfUsSoeNTj-pU",
  "create_time": "2024-02-02T19:01:32.113621539Z",
  "input": null,
  "prompt_template": null,
  "response": "Hello, this is OpenAI. Here is the answer to your question.",
  "origin": null,
  "additional_info": {
    "suggestion": "api.openai.com"
  }
}

For information about response fields, see Create Message request fields.

Get all messages within a memory

Use this command to get a list of messages for a certain memory.

Path and HTTP methods

GET /_plugins/_ml/memory/<memory_id>/messages

Path parameters

The following table lists the available path parameters.

Parameter Data type Description
memory_id String The ID of the memory for which to retrieve messages.

Example request

GET /_plugins/_ml/memory/gW8Aa40BfUsSoeNTvOKI/messages

{% include copy-curl.html %}

POST /_plugins/_ml/message/_search
{
  "query": {
    "match_all": {}
  },
  "size": 1000
}

{% include copy-curl.html %}

Example response

{
  "messages": [
    {
      "memory_id": "gW8Aa40BfUsSoeNTvOKI",
      "message_id": "BW8ha40BfUsSoeNT8-i3",
      "create_time": "2024-02-02T18:43:23.566994302Z",
      "input": "How do I make an interaction?",
      "prompt_template": "Hello OpenAI, can you answer this question?",
      "response": "Hello, this is OpenAI. Here is the answer to your question.",
      "origin": "MyFirstOpenAIWrapper",
      "additional_info": {
        "suggestion": "api.openai.com"
      }
    },
    {
      "memory_id": "gW8Aa40BfUsSoeNTvOKI",
      "message_id": "0m8ya40BfUsSoeNTj-pU",
      "create_time": "2024-02-02T19:01:32.113621539Z",
      "input": null,
      "prompt_template": null,
      "response": "Hello, this is OpenAI. Here is the answer to your question.",
      "origin": null,
      "additional_info": {
        "suggestion": "api.openai.com"
      }
    }
  ]
}

Response fields

For information about response fields, see Create Message request fields.