GraphRAG - Will the Dust Settle?

🤔 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

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🖼️ Blogpost for today:

🔨 Github: https://github.com/microsoft/graphrag

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Stay tuned for more content! 🎥 Thanks you for watching! 🙌