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Graph RAG: Bring the Power of Graphs to Generative AI

Join the Graph and Autonomous Database PM teams in this Learning Lounge session, where you will learn about graphs, graph RAG and the power of combining graphs with generative AI .  You will see how easy it is to use graph RAG and vector technologies with Autonomous Database.  You will be able to ask any questions in the open Q&A. 

Autonomous Database Learning Lounge series presents -  Graph RAG: Bring the power of Graphs to Generative AI

Main Topic

  • Generative AI depends on LLMs that are trained on available data, which can be overly general or outdated resulting in errors and answers that are not relevant.
  • Retrieval augmented generation (RAG) addresses these issues by enabling LLMs to be combined with private business data or other domain specific data. Graph RAG can enhance RAG by including information derived from relationships in data. 
  • A graph enables data to be viewed as connected entities, giving additional insights into data, and enabling richer context to be provided to an LLM.
  • Join us to learn more about graphs, graph RAG and the power of combining graphs with generative AI.  We will demonstrate how easy graph RAG is with graph and vector technologies in Autonomous Database.

Open Q&A

  • Autonomous Database product managers will answer any technical questions about the Autonomous Database service, its features, integration capabilities and use cases.
  • Familiarity with Autonomous Database is desirable, but not required
  • Some understanding of cloud and database terms is helpful
  • Familiarity with Oracle Cloud Infrastructure (OCI) is helpful

Educate yourself about Oracle Autonomous Database, its use cases and immersive self-service platform.

Resources

Featured Speakers

  • Speaker

    Marcos Arancibia

    Oracle
    Senior Principal Product Manager, Autonomous Database

  • Speaker

    Melliyal Annamalai

    Oracle Corp.
    Distinguished Product Manager, Graph Technologies

Workshop Info

Session Has Completed - 21 November 2024
1 Hour
English
Architect, Database Administrator, Developer,
Autonomous Database, AI Vector Search, Oracle Graph

Presentations

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    Slides from the Session (Link)

    ADB Learning Lounge slides for Graph RAG: Bring the Power of Graphs to Generative AI
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