Definition
The orchestration layer used to manage the lifecycle of containerized RAG components; it provides high availability and GPU resource management for AI agents at the cost of significant operational complexity and configuration overhead.
Infrastructure for distributed AI compute and GPU resource scheduling, not just generic web application hosting.
"An automated logistics hub where GPU-equipped 'loading docks' are dynamically assigned to AI 'delivery trucks' based on real-time processing demand."
- GPU Scheduling(Component)
- Horizontal Pod Autoscaler (HPA)(Component)
- Vector Database Clusters(Component)
- Microservices Architecture(Prerequisite)
Conceptual Overview
The orchestration layer used to manage the lifecycle of containerized RAG components; it provides high availability and GPU resource management for AI agents at the cost of significant operational complexity and configuration overhead.
Disambiguation
Infrastructure for distributed AI compute and GPU resource scheduling, not just generic web application hosting.
Visual Analog
An automated logistics hub where GPU-equipped 'loading docks' are dynamically assigned to AI 'delivery trucks' based on real-time processing demand.