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Intro to GraphRAG

6 九月, 2024 | 4:00 下午 - 5:00 下午 (UTC) 协调世界时

  • 形式:
  • alt##Livestream直播

主题: 智能应用程序

语言: 英语

In this presentation, you'll gain an understanding of GraphRAG, a technique that enhances document analysis and question-and-answer performance by leveraging large language models (LLMs) to create knowledge graphs. We'll explore how GraphRAG builds upon Retrieval-Augmented Generation (RAG) by using knowledge graphs instead of vector similarity for retrieval. You'll learn how to set up the environment, prepare data, and implement GraphRAG using LangChain, with practical code examples. Additionally, we'll explore some advanced features and customization options available in LangChain to optimize and tailor GraphRAG to your specific needs.

Presented by John Alexander, Content Developer and Apurva Mody, Principal Program Manager

** Part of RAGHack, a free global hackathon to develop RAG applications. Join at https://aka.ms/raghack **

先决条件

  • Read the official rules and join the hack at https://aka.ms/raghack. No Purchase Necessary. Must be 18+ to enter. Contest ends 9/16/24.

  • Want more hands-on RAG training? Visit the Reactor series home page to see all the RAGHack 2024 sessions!

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