talk-data.com talk-data.com

Google Cloud Next session 2025-04-11 at 00:15

Build intelligent systems: Agentic RAG in enterprise gen AI platforms

Event: Google Cloud Next '25

Speakers

Mark Chilvers

Specialist Customer Engineer, App Mod · Google Cloud

Oded Shahar

Engineer Manager · Google Cloud

Dan Dobrin

Enterprise Application Architect · Google Cloud

Topics

AI/ML GenAI Java RAG

Description

Build more capable and reliable AI systems by combining context-aware retrieval-augmented generation (RAG) with agentic decision-making in an enterprise AI platform, all in Java! This session covers everything from architecture, context construction, and model routing to action planning, dynamic retrieval, and recursive reasoning, as well as the implementation of essential guardrails and monitoring systems for safe deployments. Learn about best practices, trade-offs, performance, and advanced techniques like evaluations and model context protocol.