Agentic #
7 Layered Agentic AI Reference Architecture #
By Ken Huang, not perse a industry adopted thing.
… todo https://kenhuangus.medium.com/7-layered-agentic-ai-reference-architecture-20276f83b7ee
Agentic Architecture Patterns #
Single-Agent Pattern #
- Description: A single AI agent operating independently to achieve a goal.
Multi-Agent Pattern #
- Description: Multiple AI agents working together through communication channels. Trust is usually established between agent identities.
Unconstrained Conversational Autonomy #
- Description: A conversational AI agent that can process and respond to a wide range of inputs without tight constraints.
Task-Oriented Agent Pattern #
- Description: An AI agent designed to perform a specific task, typically by making API calls to other systems.
Hierarchical Agent Pattern #
- Description: A system that has multiple layers of AI agents, with higher-level agents controlling subordinate AI agents.
Distributed Agent Ecosystem #
- Description: A decentralized system of many AI agents working within a shared environment.
Human-in-the-Loop Collaboration #
- Description: A system where AI agents interact with human users in an iterative workflow.
Self-Learning and Adaptive Agents #
- Description: AI agents that can autonomously improve over time based on interactions with their environment.