01
YOUR ONLY ACTION
PRIVATE
PRIVATE AI · GPU INDEX OFFLOAD
From document to searchable
at accelerated speed.
Watch Oracle AI Database 26ai securely offload vector graph construction to NVIDIA cuVS, then serve the finished HNSW index inside the database.
CHECKING SYSTEM
02
UNDER THE HOOD
HTTP/2 · TLS 1.3
O
SYSTEM OF RECORDOracle AI Database 26aiVectors + native HNSW
VECTOR STREAM
COMPUTE OFFLOADPrivate AI ServicesStateless · secure boundary
CAGRA GRAPH
GPU GRAPH BUILDNVIDIA cuVSCAGRA · H100 Tensor Core GPU
INDEX BUILD IMPACT4.2× faster
VALIDATED REFERENCE
1M × 1024-d FP32 · 8 OCPU · matched N32 / EFC256 configuration
GRAPH CONSTRUCTIONWaiting for vectors
LIVE STAGE VISUALIZATION
0 vectors sampled0 neighbor links
NVIDIA GPUH100 80GB
PAI CONNECTED
—%GPU UTILIZATION
VRAM 0.0 / 80 GBENGINE cuVS / CAGRA
ORACLE 26AINative index state
CONNECTED
INDEX STATUSWAITING
VECTORS0
SEARCH TARGET95%
ORACLE SQL
CREATE VECTOR INDEX knowledge_hnsw
PARAMETERS (TYPE HNSW,
OFFLOAD_URL 'https://pai/v1/index')
LIVE ACTIVITYVerified system events
0 EVENTS
Upload a document to begin the live trace.