Technical Assessment Environment
Live GPU demo
currently offline.
The Aperio RAG technical assessment was deployed and validated on Kubernetes with an NVIDIA A30 GPU. The GPU node has been intentionally suspended while the submitted assignment is under review, avoiding unnecessary compute usage.
Kubernetes
Helm
Open WebUI
vLLM
pgvector
GPU inference
The submitted environment was used to validate PDF ingestion, embeddings,
vector retrieval, grounded RAG responses, local model inference, persistence,
networking and HTTPS exposure.