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Ep61: William Lyon on Knowledge Graphs + Agentic Memory

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Manage episode 522834111 series 3579839
Indhold leveret af jmhreif. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af jmhreif eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

For the first time ever, Jennifer welcomes a guest to the show! William Lyon gives us a deep dive into the evolving world of AI agents, knowledge graphs, and the concept of memory in artificial intelligence.

Episode highlights:

  • William’s career journey: from Neo4j to startups and back again
  • The role of knowledge graphs in agentic memory and reasoning
  • Types of memory in AI agents: episodic, procedural, and more
  • How knowledge graphs can model both user-facing and operational memory
  • The importance of domain-specific data modeling for AI memory systems
  • William’s AI Memory Landscape project: cataloging tools, frameworks, and services in the AI agent memory space
  • Contributions to the project are open, so submit a PR or request!
  • Advice for developers architecting AI agents with memory

Other referenced links:

Connect with William Lyon:

  continue reading

61 episoder

Artwork
iconDel
 
Manage episode 522834111 series 3579839
Indhold leveret af jmhreif. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af jmhreif eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

For the first time ever, Jennifer welcomes a guest to the show! William Lyon gives us a deep dive into the evolving world of AI agents, knowledge graphs, and the concept of memory in artificial intelligence.

Episode highlights:

  • William’s career journey: from Neo4j to startups and back again
  • The role of knowledge graphs in agentic memory and reasoning
  • Types of memory in AI agents: episodic, procedural, and more
  • How knowledge graphs can model both user-facing and operational memory
  • The importance of domain-specific data modeling for AI memory systems
  • William’s AI Memory Landscape project: cataloging tools, frameworks, and services in the AI agent memory space
  • Contributions to the project are open, so submit a PR or request!
  • Advice for developers architecting AI agents with memory

Other referenced links:

Connect with William Lyon:

  continue reading

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