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Breaktime Tech Talks

Ep61: William Lyon on Knowledge Graphs + Agentic Memory

05 Dec 2025

Description

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: GraphStuff.FM podcast AI Memory Landscape project: https://ai-memory-landscape.netlify.app/ Connect with William Lyon: Website: https://lyonwj.com/

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