subcluster
Retrieval
2 articles
Articles
June 7, 2026
GPU Vector Database Cloud Integration: Architecture Guide
Vector databases are hitting the billion-vector scale, and CPU-bound indexing is choking under the load. Moving vector search to GPUs cuts index build times by up to 17x, but deploying this infrastructure requires strict attention to data sovereignty and cost control.
June 5, 2026
RAG Pipeline GPU Infrastructure: The Engineering Guide
You built a RAG pipeline. It retrieves 20 chunks, sends 32,000 tokens to the LLM, and your GPU throws an Out of Memory (OOM) error. Memory management in RAG is not a software problem. It is a hardware budget.