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://neo4j.com/blog/vector-search-deeper-insights/ 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://neo4j.com/knowledge-graphs-practitioners-guide/ 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 personalised 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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