.. index:: ! mmaitag

********************************
mmaitag: AI-based classification
********************************

================  =======
**Module Name:**  mmaitag
**Author:**       Adiscon
**Available:**    9.0+
================  =======

Purpose
=======

The **mmaitag** module enriches log messages with classification tags
obtained from an external AI service. Each message is sent to the provider
individually and the resulting tag is stored in a custom variable.

Default labels
--------------

=========  ============================================================
**Label**  **Description**
NOISE      Can be ignored, redundant, or irrelevant for most purposes
REGULAR    Normal messages of operational interest
IMPORTANT  Should be logged and may indicate early signs of issues
CRITICAL   Indicates immediate or serious problems
=========  ============================================================


Configuration Parameters
========================

.. note::

   Parameter names are case-insensitive; camelCase is recommended for
   readability.

Action Parameters
-----------------

.. list-table::
   :widths: 30 70
   :header-rows: 1

   * - Parameter
     - Summary
   * - :ref:`param-mmaitag-provider`
     - .. include:: ../../reference/parameters/mmaitag-provider.rst
        :start-after: .. summary-start
        :end-before: .. summary-end
   * - :ref:`param-mmaitag-tag`
     - .. include:: ../../reference/parameters/mmaitag-tag.rst
        :start-after: .. summary-start
        :end-before: .. summary-end
   * - :ref:`param-mmaitag-model`
     - .. include:: ../../reference/parameters/mmaitag-model.rst
        :start-after: .. summary-start
        :end-before: .. summary-end
   * - :ref:`param-mmaitag-expert-initialprompt`
     - .. include:: ../../reference/parameters/mmaitag-expert-initialprompt.rst
        :start-after: .. summary-start
        :end-before: .. summary-end
   * - :ref:`param-mmaitag-inputproperty`
     - .. include:: ../../reference/parameters/mmaitag-inputproperty.rst
        :start-after: .. summary-start
        :end-before: .. summary-end
   * - :ref:`param-mmaitag-apikey`
     - .. include:: ../../reference/parameters/mmaitag-apikey.rst
        :start-after: .. summary-start
        :end-before: .. summary-end
   * - :ref:`param-mmaitag-apikey_file`
     - .. include:: ../../reference/parameters/mmaitag-apikey_file.rst
        :start-after: .. summary-start
        :end-before: .. summary-end

.. toctree::
   :hidden:

   ../../reference/parameters/mmaitag-provider
   ../../reference/parameters/mmaitag-tag
   ../../reference/parameters/mmaitag-model
   ../../reference/parameters/mmaitag-expert-initialprompt
   ../../reference/parameters/mmaitag-inputproperty
   ../../reference/parameters/mmaitag-apikey
   ../../reference/parameters/mmaitag-apikey_file

Example
=======

.. code-block:: rsyslog

    module(load="mmaitag")
    action(type="mmaitag" provider="gemini" apikey="ABC" tag="$.aitag")