Going Meta – Ep 23: Advanced RAG patterns with Knowledge Graphs

28 Nov, 2023

Episode 23 of Going Meta – a series on graphs, semantics and knowledge Jesús Barrasa: https://twitter.com/BarrasaDV

Links:
Vector Search: https://bit.ly/4cuZoeS
Grounding an LLM: https://medium.com/@bukowski.daniel/the-practical-benefits-to-grounding-an-llm-in-a-knowledge-graph-919918eb493

Repository: https://github.com/jbarrasa/goingmeta
Knowledge Graph Book: https://bit.ly/3LaqE6b

0:00 Intro
5:07 Advanced RAG with Knowledge Graphs
13:10 Example 1: Legal Text Chatbot
22:25 Code with Graph post-processing
26:09 Chatbot
36:53 Example 2: Art Gallery Assistant
44:00 Code for personalized Emails
50:55 Email Creator
54:24 Next Steps
1:01:34 WrapUp

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

#neo4j #graphdatabase #knowledgegraphs #knowledgegraph #semantic #rag #chatbot #llm

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