Going Meta – Ep 25: LLMs for Automated KG Construction

30 Jan, 2024



Episode 25 of Going Meta – a series on graphs, semantics and knowledge

Jesús Barrasa: https://twitter.com/BarrasaDV
Repository: https://github.com/jbarrasa/goingmeta
Knowledge Graph Book: https://bit.ly/3LaqE6b
Previous Episodes: https://development.neo4j.dev/video/going-meta-a-series-on-graphs-semantics-and-knowledge/

Daniel Bukowski on Github: https://github.com/danb-neo4j/llm
Croissant File: https://github.com/mlcommons/croissant
New York Housing Market Kaggle: https://www.kaggle.com/datasets/nelgiriyewithana/new-york-housing-market
Neo4j AuraDB: https://dev.neo4j.com/discover-aura
rdflib: https://bit.ly/4eSRPQE
Ep 5 Ontology-driven Knowledge Graph construction: https://youtube.com/live/05Wkg1p34ek
Ep 12: Importing RDF in Aura: https://youtube.com/live/DWINSvRxIbw
APOC Schema Assert: https://development.neo4j.dev/docs/apoc/current/overview/apoc.schema/apoc.schema.assert/
Supply Chain Pricing Kaggle: https://www.kaggle.com/datasets/apoorvwatsky/supply-chain-shipment-pricing-data

Check out https://community.neo4j.com/ for questions and discussions around Neo4j.

0:00 Intro
5:23 Graph Jokes
9:55 LLMs for Automated KG Construction
19:25 Demo #1 Housing Market
37:10 Demo #2 Supply Chain
52.50 Q&A
1:04:33 Wrap-Up

#neo4j #graphdatabase #semantic #knowledgegraph #rag #llm

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