Building Smarter Mobile Apps with On-device AI Agents & GraphRAG

Session Track: Knowledge Graphs & GraphRAG

Session Time: 08:30 am - 09:00 am April 15

Session description

For more than a decade, we have been building mobile apps that simply respond to our actions. But with the advent of agentic AI, a new segment of Agentic Apps are emerging that don’t just respond, but actively reason, act, and adapt on behalf of the user. When Knowledge Graphs are used as the memory layer for these agentic applications, it enables factual data retrieval and grounding, which minimizes hallucinations, eliminates bias, and provides explainability.

In this talk, we’ll explore how to build real-world agentic React Native mobile apps enhanced via knowledge retrieval from Neo4j on AWS.

You will learn how to:
– Run on-device AI agents for low-latency experiences.
– Equip agents with tools, memory, and workflows that make apps feel “alive”.
– Generate structured outputs for predictable results, perform streaming, and generate UI dynamically.
– Perform knowledge retrieval from Neo4j using generated Cypher.
– Seamlessly integrate GraphRAG enhanced agents into React Native apps.