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Irina Sigler

Product Manager · Google Cloud

3 activities

I

Irina Farooq

Senior Director, Product Management · Google Cloud

2 activities

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Irina Gorbach

author

2 activities

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Activities & events

Title & Speakers	Event
Building your own Knowledge Graph 2025-10-20 · 10:00 Irina Loghin – Developer Relations @ Neo4j In this talk, you will learn about GraphRAG, a technique that combines graph databases with generative AI to improve the quality of LLM-generated content. We will explore the terms Retrieval-Augmented Generation (RAG) and Context Engineering, and how GraphRAG can be used in both scenarios. The topic is aimed at Generative AI practitioners who are familiar with vector-based Retrieval-Augmented Generation (RAG) and would like to understand how the approach of GraphRAG can improve the quality of LLM-generated content. graphrag graph databases generative ai retrieval-augmented generation (rag) context engineering llms	GenAI Loft London - Day 6: Code. Scale. Disrupt

Title & Speakers

Event

Building your own Knowledge Graph 2025-10-20 · 10:00

Irina Loghin – Developer Relations @ Neo4j

In this talk, you will learn about GraphRAG, a technique that combines graph databases with generative AI to improve the quality of LLM-generated content. We will explore the terms Retrieval-Augmented Generation (RAG) and Context Engineering, and how GraphRAG can be used in both scenarios. The topic is aimed at Generative AI practitioners who are familiar with vector-based Retrieval-Augmented Generation (RAG) and would like to understand how the approach of GraphRAG can improve the quality of LLM-generated content.

graphrag graph databases generative ai retrieval-augmented generation (rag) context engineering llms

GenAI Loft London - Day 6: Code. Scale. Disrupt

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