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

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* 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

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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

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

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* 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

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* More parameters for PPL tool

Signed-off-by: Fanit Kolchina <kolchfa@amazon.com>

* Added more parameters

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* 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
default Create connector Connector APIs ML Commons APIs 10

Create a connector

Creates a standalone connector. For more information, see Connectors.

Path and HTTP methods

POST /_plugins/_ml/connectors/_create

Request fields

For a list of request fields, see Blueprint configuration parameters.

Example request

To create a standalone connector, send a request to the connectors/_create endpoint and provide all of the parameters described in Connector blueprints:

POST /_plugins/_ml/connectors/_create
{
    "name": "OpenAI Chat Connector",
    "description": "The connector to public OpenAI model service for GPT 3.5",
    "version": 1,
    "protocol": "http",
    "parameters": {
        "endpoint": "api.openai.com",
        "model": "gpt-3.5-turbo"
    },
    "credential": {
        "openAI_key": "..."
    },
    "actions": [
        {
            "action_type": "predict",
            "method": "POST",
            "url": "https://${parameters.endpoint}/v1/chat/completions",
            "headers": {
                "Authorization": "Bearer ${credential.openAI_key}"
            },
            "request_body": "{ \"model\": \"${parameters.model}\", \"messages\": ${parameters.messages} }"
        }
    ]
}

{% include copy-curl.html %}

Example response

{
  "connector_id": "a1eMb4kBJ1eYAeTMAljY"
}