Overview

An agent is a bundle of resources that describe how to use Newton to perform a certain task. With an agent configured to perform a needed task, all you need to do is provide the input file or files and the agent will process your data and return the desired output. Agents are created based on agent blueprints, which are templates used as the starting point for building agents that use the Newton Platform to analyze sensor data. Archetype AI offers a variety of agent blueprints you can use to create your own agents:

Agent	Description
Anomaly Discovery Agent	Surface unusual segments that deviate from learned normal behavior.
Manual Generation Agent	Transform operational video into clear, step-by-step Standard Operating Procedure (SOP) manuals.
Operational State Monitoring Agent	Continuous awareness of the regime in which a system is operating, drawn from a small set of labeled examples.
Rare Event Detection Agent	Identify rare events from a handful of labeled examples, set against normal operation.
Task Verification Agent	Verify operational tasks are completed correctly and in compliance with defined Standard Operating Procedures (SOPs).

There are two ways you can monitor and manage agents from these agent blueprints:

To create an agent, you currently need to use the Agents API’s Create Bundle endpoint.

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