Interactive challenge
RAG Retrieval Challenge
Operate ingestion, metadata filters, vector retrieval, answer evaluation, and failure drills for production RAG.
Difficulty
Medium
Duration
60 min
Persona
MLOps engineer
Tools
kubectl, curl, vector database
Prerequisites
Kubernetes namespaceBasic retrieval pipeline
Active step 01
Prepare the platform boundary
Create or identify the namespace, labels, and ownership metadata that make the workload reviewable.
lab@k8sllm:llm-serving
Kubernetes context is loaded. Type commands directly or run the step sequence.