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| Name | GraphRAG: LLM-Derived Knowledge Graphs for RAG |
| Video Uploader | Video From Alex Chao |
| Upload Date | This Video Uploaded At 04-05-2024 15:41:03 |
| Video Discription | Watch my colleague Jonathan Larson present on GraphRAG! GraphRAG is a research project from Microsoft exploring the use of knowledge graphs and large language models for enhanced retrieval augmented generation. It is an end-to-end system for richly understanding text-heavy datasets by combining text extraction, network analysis, LLM prompting, and summarization. For more details on GraphRAG check out aka.ms/graphrag Read the blogpost: https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/ Check out the arxiv paper: https://arxiv.org/abs/2404.16130 And follow me on other platforms so you’ll never miss out on my updates! 💌 Sign up for my free AI newsletter Chaos Theory: https://alexchao.substack.com/subscribe 🐦 Follow me on Twitter https://twitter.com/alexchaomander 📷 And Instagram! https://www.instagram.com/alexchaomander/ 🎥 And TikTok! https://www.tiktok.com/@alexchaomander 👥 Connect with me on LinkedIn https://www.linkedin.com/in/alexchao56/ |
| Category | Science & Technology |
| Tags | graphrag | knowledge graph | llm | rag | retrieval augmented generation | rag pattern | knowlede graphs | research | microsoft |
