World Model · podcast knowledge graph

GraphRAG: Knowledge Graphs for AI Applications with Kirk Marple - #681

2024-04-22 · 47 min · episode 681 · 18 entities

episode page audio

Asserted relationships

  • 0.68
    evidence rules-v4
    GraphRAG: Knowledge Graphs for AI Applications with Kirk Marple - #681
  • → hosted by Sam Charrington person
    0.55
    evidence rules-v4
    Feed author/publisher: Sam Charrington
  • → founded Graphlit company
    0.54
    evidence rules-v4
    founder of Graphlit
  • → founded Graphlit company
    0.54
    evidence rules-v4
    founder of Graphlit
  • → works at Graphlit company
    0.50
    evidence rules-v4
    founder of Graphlit
  • → works at Graphlit company
    0.50
    evidence rules-v4
    founder of Graphlit
  • → discusses Science concept
    0.40
    evidence rules-v4
    Feed category: Science
  • → discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • → discusses News concept
    0.40
    evidence rules-v4
    Feed category: News
  • → discusses Tech News concept
    0.40
    evidence rules-v4
    Feed category: Tech News
  • → hosted by TWIML company
    0.40
    evidence rules-v4
    Feed author/publisher: TWIML

Entities found in this episode

companys 9

  • mentioned TWIML company
    0.70
    evidence rules-v4
    Feed author/publisher: TWIML
  • mentioned Graphlit company
    0.68
    evidence rules-v4
    founder of Graphlit
  • founded Graphlit company
    0.54
    evidence rules-v4
    founder of Graphlit
  • founded Graphlit company
    0.54
    evidence rules-v4
    founder of Graphlit
  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • works at Graphlit company
    0.50
    evidence rules-v4
    founder of Graphlit
  • works at Graphlit company
    0.50
    evidence rules-v4
    founder of Graphlit
  • discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • hosted by TWIML company
    0.40
    evidence rules-v4
    Feed author/publisher: TWIML

concepts 5

  • mentioned Science concept
    0.50
    evidence rules-v4
    Feed category: Science
  • mentioned Tech News concept
    0.50
    evidence rules-v4
    Feed category: Tech News
  • discusses Science concept
    0.40
    evidence rules-v4
    Feed category: Science
  • discusses News concept
    0.40
    evidence rules-v4
    Feed category: News
  • discusses Tech News concept
    0.40
    evidence rules-v4
    Feed category: Tech News

persons 3

  • mentioned Kirk Marple person
    0.72
    evidence rules-v4
    GraphRAG: Knowledge Graphs for AI Applications with Kirk Marple - #681
  • mentioned Sam Charrington person
    0.70
    evidence rules-v4
    Feed author/publisher: Sam Charrington
  • hosted by Sam Charrington person
    0.55
    evidence rules-v4
    Feed author/publisher: Sam Charrington

podcasts 1

Episode description as stored
Today we're joined by Kirk Marple, CEO and founder of Graphlit, to explore the emerging paradigm of "GraphRAG," or Graph Retrieval Augmented Generation. In our conversation, Kirk digs into the GraphRAG architecture and how Graphlit uses it to offer a multi-stage workflow for ingesting, processing, retrieving, and generating content using LLMs (like GPT-4) and other Generative AI tech. He shares how the system performs entity extraction to build a knowledge graph and how graph, vector, and object storage are integrated in the system. We dive into how the system uses “prompt compilation” to improve the results it gets from Large Language Models during generation. We conclude by discussing several use cases the approach supports, as well as future agent-based applications it enables. The complete show notes for this episode can be found at twimlai.com/go/681.