Agentic RAG with Evaluations and MCP - Dan Dobrin

We are officially part of Toronto Tech Week 2025, a weeklong citywide collection of events to connect and celebrate the builders. June 23 → June 27, 2025 | torontotechweek.com

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.

About the venue
Free Times Cafe has bistro-style seating and a full food and drink menu. Please consider helping to support the venue by planning to have supper during the talk.

Presenter Info
Dan Dobrin is an App Architect in Google Cloud, helping customer teams adopt modern cloud-native patterns, practices and technologies. His focus is on GenAI, Vertex, Gemini, CodeAssist, Cloud Run, K8s, Native Java Images, Spring, Event-driven Architectures, Production-readiness and Performance Optimization.

Prior to joining Google Cloud, he has built highly scalable, low-latency, frameworks for technology, security and financial services organizations.

Recent conference talks: Google Cloud Next24, Spring I/O 2024 and Devoxx Belgium 2024