Hi guys, Welcome to the Advanced Video Search Engine, and you are watching GraphRAG in Depth: Knowledge-Driven RAG for Supercharging Querying on Complex Data. That video is uploaded by Caged AI at 2024-07-08T16:44:50-07:00. We are promoting this video only for entertainment and educational purpose only. So, I hope you like & enjoy it. [sSOs8xIN4Ws]
| Name | GraphRAG in Depth: Knowledge-Driven RAG for Supercharging Querying on Complex Data |
| Video Uploader | Video From Caged AI |
| Upload Date | This Video Uploaded At 08-07-2024 23:44:50 |
| Video Discription | ๐ Welcome to the Future of Knowledge Understanding: Introducing GraphRAG! Are you tired of traditional Retrieval-Augmented Generation (RAG) systems falling short on complex data queries? Discover how GraphRAG, the revolutionary knowledge graph-enhanced retrieval system, is transforming the way we interact with data. In this video, we dive deep into the amazing capabilities of GraphRAG, demonstrating why it's the ultimate solution for your data querying needs. 0:00 Introduction 2:00 Traditional RAG vs GraphRAG 4:50 Output samples from GraphRAG 8:10 GraphRAG's "Community" introduction 11:30 Indexing 33:27 Global Search 38:00 Local Search Why is GraphRAG Amazing? We'll kick off with a real-world example from the Y Combinator (#ycombinator) dataset. Watch as we explore queries that traditional RAG systems struggle with and showcase how GraphRAG effortlessly handles them, delivering superior results. ๐๐ The Power of #knowledgegraph -Enabled #RAG Learn how #GraphRAG leverages the interconnected nature of knowledge graphs to transition data from unstructured to semi-structured forms, making it easily queryable. This structure not only enhances data accessibility but also enables comprehensive, contextually-rich responses. Why GraphRAG Stands Out GraphRAG isn't just another KG RAG system. It's state-of-the-art, backed by extensive research from #microsoft over 1.5 years. We'll discuss why GraphRAG is the preferred choice, highlighting its advanced community construction feature that sets it apart from the rest. ๐ฅ๐ Seeing GraphRAG in Action We'll showcase GraphRAG's capabilities with the YC dataset, providing intermediate outputs and a detailed case study to illustrate its practical applications. You'll see firsthand how GraphRAGโs community construction brings a new level of precision and efficiency to data querying. Upcoming Content Get a sneak peek into whatโs next! We'll outline the exciting topics weโll cover in future videos, including code walkthroughs, running use cases, and more. ๐๐ ๐ Donโt forget to like, subscribe, and hit the bell icon to stay updated with our latest videos! #GraphRAG #DataRetrieval #KnowledgeGraph #Microsoft #DataScience #MachineLearning #AI #TechInnovations Experience the future of data retrieval today with GraphRAG. Watch now and see the difference! ๐ฅโจ sSOs8xIN4Ws |
| Category | People & Blogs |
| Tags | People & Blogs Download MP4 | People & Blogs Download MP3 | People & Blogs Download MP4 360p | People & Blogs Download MP4 480p | People & Blogs Download MP4 720p | People & Blogs Download MP4 1080p |
