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components model_monitor_action_analyzer

github-actions[bot] edited this page Oct 2, 2024 · 18 revisions

Model Monitor - Action Analyzer

model_monitor_action_analyzer

Overview

Generate and output actions to the default datastore.

Version: 0.0.19

View in Studio: https://ml.azure.com/registries/azureml/components/model_monitor_action_analyzer/version/0.0.19

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
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