VALIDATED INTEGRATION PARTNERS
KServe + NVIDIA NIM
Production ML inference at the Postgres® data layer—no external serving infrastructure required.
Integration overview
How it works with EDB Postgres AI
How it works
KServe deploys optimized model inference endpoints that feed directly into EDB Postgres AI (EDB PG AI). NVIDIA NIM handles GPU-accelerated model optimization, delivering low-latency inference results against live Postgres data.
Why EDB
Conventional architectures move data to the model. This integration inverts that: inference runs at the data layer, inside EDB PG AI pipelines. The result is sub-second latency with no data movement and no separate model serving infrastructure to maintain.
Production-grade model inference, optimized by NVIDIA NIM and orchestrated by KServe, executes at the data layer inside EDB PG AI—eliminating external model serving latency and governance gaps.