Portable GraphRAG for LLMs: How Knowledge Graphs Improve Your Thinking

A simple visual demonstration of how Graph RAG works using https://infranodus.com and how it can dramatically improve the results you get from LLMs using generative AI and retrieval augmented generation (RAG) augmented with knowledge graphs. By leveraging large language models and chatbots in innovative ways, we'll explore a visual approach that makes complex AI interactions more intuitive and effective. Try it on https://infranodus.com 🚀 Timecodes: 0:00 What you will learn 1:35 Problem with standard AI and RAG 3:55 How GraphRAG is better: focusing on relations and topics 7:05 Visual demonstration of the technical approach behind GraphRAG 10:42 Finding blind spots using a graph 12:37 Getting topical summaries using GraphRAG (from the Microsoft paper) 14:10 Using GraphRAG in Obsidian for your own content Read more at https://noduslabs.com/featured/graph-rag-and-llms-how-knowledge-graphs-can-improve-ai-ideation/ #infranodus #graphrag