Suggestions on how to improve 2 layer fixed architecture?

Graph + AI GraphRAG
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Hey guys,

We played around with PoC use case and we described what we did here: https://www.rubicon-world.com/case-studies/graphrag-neo4j-enterprise-chatbot/

Any suggestions for improvements? Really looking forward to your comments.