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HolonomiX Documentation

GPU-native structural data platform. One representation. Every access pattern. No reformatting.

What is HX-SDP?

HX-SDP stores data in QTT-compressed tensor format on GPU VRAM. Instead of maintaining separate copies for caching, vector search, feature serving, and full-text search, HX-SDP serves all access patterns from a single structural representation.

Metric Value
Entries validated 1B
Recall 100%
P50 latency 38.5 ms
Soak test 24 hours
Precision fp64 / fp32 / fp16

Architecture

Client → HX-Gate (auth, rate limit, billing) → HX-Engine (QTT runtime)
           ↕                                        ↕
         Redis                                   GPU VRAM
       (state)                                 (TT-cores)

HX-Gate (port 8080) handles multi-tenant authentication, namespace isolation, rate limiting, CU metering, and Stripe billing. It proxies data requests to one or more HX-Engine instances (port 8000) that run the QTT compression/query runtime on GPU.

SDKs

pip install holonomix
npm install @holonomix/sdk
go get github.com/tigantic/holonomix-go