components model_monitor_action_detector - Azure/azureml-assets GitHub Wiki

Model Monitor - Action Detector

model_monitor_action_detector

Overview

Generate and output actions

Version: 0.0.11

View in Studio: https://ml.azure.com/registries/azureml/components/model_monitor_action_detector/version/0.0.11

Inputs

Name Description Type Default Optional Enum
signal_output violated metrics names uri_folder
signal_scored_data production data with metrics scores from monitoring signal mltable
signal_name signal name for action string False
model_deployment_name model name, e.g., name of the deployment for Azure OpenAI string False
workspace_connection_arm_id path to the workspace connection string False
aml_deployment_id azure ml deployment name string
query_intention_enabled enable llm generated query intention to user string true

Outputs

Name Description Type
action_output output actions uri_folder
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