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LEARN, CONNECT, BUILD

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Ready to get started with AI and the latest technologies? Microsoft Reactor provides events, training, and community resources to help developers, entrepreneurs and startups build on AI technology and more. Join us!

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Intro to GraphRAG

6 September, 2024 | 4:00 PM - 5:00 PM (UTC) Coordinated Universal Time

  • Format:
  • alt##LivestreamLivestream

Topic: Intelligent Applications

Language: English

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 **

Prerequisites

  • 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!

Speakers

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For questions please contact us at reactor@microsoft.com