components model_monitor_action_analyzer

Model Monitor - Action Analyzer

model_monitor_action_analyzer

Overview

Generate and output actions to the default datastore.

Version: 0.0.16

View in Studio: https://ml.azure.com/registries/azureml/components/model_monitor_action_analyzer/version/0.0.16

Inputs

Name	Description	Type	Default	Optional	Enum
signal_output	signal output with summarize file	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
prompt_column_name		string	prompt	True
completion_column_name		string	completion	True
instance_type		string	standard_e4s_v3	True
aml_deployment_id	azure ml deployment name	string
llm_summary_enabled	enable llm generated topic name to user	string	true

Outputs

Name	Description	Type
action_output	output actions	uri_folder