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# Agentic GraphRAG with MAGMA (Manifold Agency with Graph Models and Augmentation)


- **Date:** Friday, Jul 11, 2025
- **Time:** 14:45–16:45 (120 min)
- **Room:** M6 (40 Seats)
- **Event:** World Congress 2025

## Description

Like Thanos, graphs are inevitable. Unlike the Snap, graphs expand the possibilities, a literal network effect of effectiveness. Combining multi-agent systems with graph-memory and graph-based tools creates an immensely powerful approach to question-answering, reasoning and workflows.

We'll dive into:
- Planning with a graph
- Remembering with a graph
- Retrieving with a graph
- Putting it all together into a multi-agent graph system

The best part is this isn't all-or-nothing. Graph approaches can be adopted incrementally, fixing corner cases and enabling features. Start simple, connect, repeat.

## Speaker

### [Andreas Kollegger](https://www.wearedevelopers.com/@andreas-kollegger)

GenAI Lead for Developer Relations at Neo4j


## Related talks at this congress

- [Supercharged Retrieval with Agentic GraphRAG](https://www.wearedevelopers.com/events/world-congress-2025/sessions/688-supercharged) — Stephen Chin
- [AI Agents Graph: Your following tool in your Java AI journey](https://www.wearedevelopers.com/events/world-congress-2025/sessions/904-ai-agents-graph-your) — Alex Soto
- [Operation FrankenstAIn - Let's build an agent with your own APIs](https://www.wearedevelopers.com/events/world-congress-2025/sessions/474-operation) — Johannes Nicolai
- [On a Secret Mission: Developing AI Agents](https://www.wearedevelopers.com/events/world-congress-2025/sessions/695-on-a-secret-mission) — Jörg Neumann