Continuing from last week, join Angelina and Mehdi for an introduction to Augmented RAG with Knowledge Graph (KG). Today we answer the question: How do you integrate Knowledge Graph with your RAG systems?

Who is Angelina: https://www.linkedin.com/in/MeetAngelina/
Who is Mehdi: https://www.linkedin.com/in/mehdiallahyari/

00:00 Introduction
00:39 How to integrate KG with RAG?
00:49 Architecture diagram of RAG KG
01:25 Do we do 2 searches in parallel?
03:33 How does Knowledge Graph increase retrieval?
03:54 Explicit facts
06:40 Contextual details
07:33 Network structure
09:49 Multi-hop reasoning
11:30 Explainability
12:10 Diverse and complex questions
Personalization: 1:00 PM
13:37 Graph database vs vector database
20:27 Vector-dbs doesn't support graphs yet
20:49 Construction of KG and challenges in handling KG
23:25 How to combine RAG with KG high level summary

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