Speaker Roundtable

on YouTube ↗56m

" summary

A live panel with five NODES 2024 guests discussing concrete uses of knowledge graphs and graph data with AI: Neo4j-based approaches for mental-health diagnosis (knowledge graphs), transformations between RDF and labeled property graphs (RDF↔LPG), using knowledge graphs to improve Retrieval-Augmented Generation for financial data, empirical comparisons of VectorRAG versus GraphRAG, and applying Neo4j graph data and AI across application development and deployment lifecycles.

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" chapters (9)

1. 0:00Introduction and speakers
2. 2:36Panelists introductions
3. 7:15Expertise and focus areas
4. 11:31Knowledge graphs in AI
5. 15:55Bias and fairness in AI
6. 23:29Vector vs. Graph RAG
7. 29:08Developing hybrid RAG
8. 37:46Modeling and data journeys
9. 47:36Conference call to action