GraphRAG - Will the Dust Settle?
2.1 هزار بار بازدید -
ماه قبل
-
🤔 Looking for an easy
🤔 Looking for an easy way to implement knowledge graph with your RAG system?
In this episode, join Angelina and Mehdi, for a discussion about the new GraphRAG library from Microsoft - Github released last week.
Who's Angelina: LinkedIn: MeetAngelina
Who's Mehdi: LinkedIn: mehdiallahyari
What You'll Learn:
🔎 In-depth review of the concept behind GraphRAG, how the algorithm works, and pros and cons of this method.
🚀 Personal insights from TwoSetAI team on what to use when implementing RAG with KG in production that will truly drives ROI and controls cost.
🛠 Tactical advice on how to survive this day and age of information overload.
✏️ In This Episode:
00:00 Intro
01:35 What is GraphRAG
03:49 Limitations of basic RAG
05:09 In-depth intro of GraphRAG - Indexing + Querying
13:20 Example graph
14:14 Query flow - Global search
16:49 Local search
19:38 The tech stack
20:24 Our personal insights on when to use GraphRAG, and production deployment
🦄 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
🖼️ Blogpost for today:
🔨 Github: https://github.com/microsoft/graphrag
📬 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! 🙌
In this episode, join Angelina and Mehdi, for a discussion about the new GraphRAG library from Microsoft - Github released last week.
Who's Angelina: LinkedIn: MeetAngelina
Who's Mehdi: LinkedIn: mehdiallahyari
What You'll Learn:
🔎 In-depth review of the concept behind GraphRAG, how the algorithm works, and pros and cons of this method.
🚀 Personal insights from TwoSetAI team on what to use when implementing RAG with KG in production that will truly drives ROI and controls cost.
🛠 Tactical advice on how to survive this day and age of information overload.
✏️ In This Episode:
00:00 Intro
01:35 What is GraphRAG
03:49 Limitations of basic RAG
05:09 In-depth intro of GraphRAG - Indexing + Querying
13:20 Example graph
14:14 Query flow - Global search
16:49 Local search
19:38 The tech stack
20:24 Our personal insights on when to use GraphRAG, and production deployment
🦄 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
🖼️ Blogpost for today:
🔨 Github: https://github.com/microsoft/graphrag
📬 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! 🙌
ماه قبل
در تاریخ 1403/04/20 منتشر شده
است.
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