HippoRAG - Revolutionizing AI Retrieval with a 20-Year-Old Algorithm!
989 بار بازدید -
هفته قبل
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In this episode, join Angelina
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: LinkedIn: MeetAngelina
Who's Mehdi: LinkedIn: 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
🦄 Any specific contents you wish to learn from us? Sign up here: https://noteforms.com/forms/twosetai-...
🧰 Our video editing tool is this one!: https://get.descript.com/nf5cum9nj1m8
🗞️Paper: https://arxiv.org/pdf/2405.14831
🖼️ Blogpost for today:
📬 Don't miss out on the latest updates - Subscribe to our newsletter: https://mlnotes.substack.com/
📚 If you'd like to learn more about RAG systems, check out our book on the RAG system: https://angelinamagr.gumroad.com/
🕴️ Our consulting firm: We help companies that don't want to miss the boat of the current wave of AI advancement by integrating these solutions into their business operations and products. https://www.transformaistudio.com/
Stay tuned for more content! 🎥 Thanks you for watching! 🙌
Who's Angelina: LinkedIn: MeetAngelina
Who's Mehdi: LinkedIn: 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
🦄 Any specific contents you wish to learn from us? Sign up here: https://noteforms.com/forms/twosetai-...
🧰 Our video editing tool is this one!: https://get.descript.com/nf5cum9nj1m8
🗞️Paper: https://arxiv.org/pdf/2405.14831
🖼️ Blogpost for today:
📬 Don't miss out on the latest updates - Subscribe to our newsletter: https://mlnotes.substack.com/
📚 If you'd like to learn more about RAG systems, check out our book on the RAG system: https://angelinamagr.gumroad.com/
🕴️ Our consulting firm: We help companies that don't want to miss the boat of the current wave of AI advancement by integrating these solutions into their business operations and products. https://www.transformaistudio.com/
Stay tuned for more content! 🎥 Thanks you for watching! 🙌
هفته قبل
در تاریخ 1403/04/11 منتشر شده
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