Case Studies

Real workloads, real numbers

How teams collapse a multi-service backend into a single Purple8 process — and what it does for their infrastructure.

8.84M documents on a single 24 GB machine

How a knowledge-heavy team replaced a five-service RAG stack with one Purple8 process — and cut their infrastructure to a single box.

8.84M-record corpus ingested with ~9 GB peak memory — no swap, one machine