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# Scaling GraphRAG: Efficient Knowledge Retrieval for AI


- **Date:** Thursday, Jul 9, 2026
- **Time:** 10:50–11:20 (30 min)
- **Room:** Stage 1
- **Event:** World Congress 2026 Europe

## Recording

[Watch recording](https://www.wearedevelopers.com/videos/100025-scaling-graphrag-efficient-knowledge-retrieval-for-ai)

## Description

This talk focuses on GraphRAG, an advanced Retrieval-Augmented Generation method that represents knowledge as interconnected nodes. We'll get into its architecture, implementation challenges, and performance gains in multi-hop reasoning tasks. Learn how GraphRAG is transforming knowledge management for large language models, improving accuracy and coherence in complex inference scenarios.

The talk is ideal for AI engineers, ML researchers, and developers working on knowledge-intensive NLP tasks, chatbots, question-answering systems, or any application requiring complex reasoning and factual accuracy from LLMs.

## Speaker

### [Gal Shubeli](https://www.wearedevelopers.com/@gal-shubeli-2)

AI Engineer at FalkorDB


## Related talks at this congress

- [From Vector Search to Better Understanding: How Hybrid RAG Improves Answers, Not Just Matches](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/968-from-vector-search) — David vonThenen
- [OLAP for AI Applications and why you should care](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1245-olap-for-ai) — Andrey Abramov
- [The R in RAG: Why retrieval is often the weakest link (and how to fix it)](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/976-the-r-in-rag-why) — Tomek Porożyński
- [The Retrieval Layer in Context Engineering: From Intuition to Implementation](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1353-the-retrieval-layer) — Evgeniya Sukhodolskaya