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://neo4j.com/knowledge-graphs-practitioners-guide/ Previous Episodes: https://neo4j.com/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://neo4j.com/labs/rdflib-neo4j/ 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://neo4j.com/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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