Atlanta JUG: Near Real-Time Retrieval-Augmented Generation (RAG) Pipelines at Scale in Java

Sep 15, 2026 / 6:30pm America/New York

Join us in Atlanta for an engaging evening of expert insights and networking with fellow developers.

About the Session

Near Real-Time Retrieval-Augmented Generation (RAG) Pipelines at Scale in Java.

In this session, Hazelcast Sr. Director Solution Architecture, Scott McMahon, will share proven approaches for:

  • Why most enterprise RAG systems are not truly real-time
  • Trade-offs between batch, micro-batch, and streaming AI architectures
  • How streaming pipelines enable continuous ingestion and embedding
  • Architectural patterns for distributed ML inferencing at scale
  • How in-memory vector collections support resilient low-latency semantic search

Presented By

Roam Dunwoody, 1155 Mount Vernon Hwy NE #800, Atlanta, GA 30338, USA