HippoRAG - Revolutionizing AI Retrieval with a 20-Year-Old Algorithm!

In this episode, join Angelina and Mehdi, for a discussion about HippoRAG, which is a new way of integrating knowledge graph with RAG in a very smart, but also old fashioned way!
Who's Angelina: / meetangelina
Who's Mehdi: / mehdiallahyari
00:00 Intro
01:21 HippoRAG: Neurobiologically Inspired Long-Term Memory for LLMs
02:11 Motivation
06:42 Proposed method: HippoRAG - RAG + KG + PPR
09:01 PageRANK
11:06 HippoRAG
16:19 An example
26:34 Performance
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🗞️Paper: arxiv.org/pdf/2405.14831
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