All Lessons
In a production RAG deployment, why must the Ingestion Plane and the Query-Serving Plane be physically decoupled onto separate infrastructure?
1 / 1
advanced 45 min
Day 26: Scale RAG Architecture and Index Operations
Scale RAG Architecture and Index Operations
Based on Anthropic Claude documentation and the CCA-F exam blueprint. Updated August 2026.
Loading lesson content...
When FieldDesk scales its corpus to 12.5 million chunks, what is the primary operational benefit of applying Scalar Quantization (SQ8) to the raw float32 vector embeddings?
1 / 1
During corporate Open Enrollment, PolicyDesk query volume surges from 0.5 QPS to 65 QPS across 18,000 employees. Simultaneously, HR publishes revised benefit policies. How should the platform team operate the cluster to deploy the update safely under peak load?
1 / 1