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

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

2.3 KiB

layout, title, parent, grand_parent, nav_order
layout title parent grand_parent nav_order
default Search message Memory APIs ML Commons APIs 60

Search for a message

Introduced 2.12 {: .label .label-purple }

Retrieves message information for conversational search. You can send queries to the _search endpoint to search for matching messages within a memory.

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}

Path and HTTP methods

POST /_plugins/_ml/memory/<memory_id>/_search
GET /_plugins/_ml/memory/<memory_id>/_search

Path parameters

The following table lists the available path parameters.

Parameter Data type Description
memory_id String The ID of the memory used to search for messages matching the query.

Example request

GET /_plugins/_ml/memory/gW8Aa40BfUsSoeNTvOKI/_search
{
  "query": {
    "match": {
      "input": "interaction"
    }
  }
}

{% include copy-curl.html %}

Example response

{
  "took": 5,
  "timed_out": false,
  "_shards": {
    "total": 1,
    "successful": 1,
    "skipped": 0,
    "failed": 0
  },
  "hits": {
    "total": {
      "value": 1,
      "relation": "eq"
    },
    "max_score": 0.47000366,
    "hits": [
      {
        "_index": ".plugins-ml-memory-message",
        "_id": "BW8ha40BfUsSoeNT8-i3",
        "_version": 1,
        "_seq_no": 0,
        "_primary_term": 1,
        "_score": 0.47000366,
        "_source": {
          "input": "How do I make an interaction?",
          "memory_id": "gW8Aa40BfUsSoeNTvOKI",
          "trace_number": null,
          "create_time": "2024-02-02T18:43:23.566994302Z",
          "additional_info": {
            "suggestion": "api.openai.com"
          },
          "response": "Hello, this is OpenAI. Here is the answer to your question.",
          "origin": "MyFirstOpenAIWrapper",
          "parent_message_id": null,
          "prompt_template": "Hello OpenAI, can you answer this question?"
        }
      }
    ]
  }
}

Response fields

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