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About the Book

I built a few conversational agents that are privacy-focused, and we realized that we need a memory.

It is a compilation of my Medium articles on graph and memory topics. We need a memory to make the agent smart, and this book is not a solution, nor does it guide you on how to build a memory. Still, it explains how knowledge graphs and metagraphs are essential for memory and how to build a better memory for AI agents based on the graph approach. So it's a graph book, actually, but with the artificial intelligence flavour.

We will touch:

  • Why is memory not RAG
  • how to model AI memory
  • graphs
  • graph evolution for a memory
  • meta and hypergraphs
  • temporal aspect of memory
  • event graphs
  • casual graph
  • semantic space time 

About the Author

Volodymyr Pavlyshyn’s avatar Volodymyr Pavlyshyn

@volland84

Hey I am Volodymyr 

Seasoned Developer's Journey from COBOL to Web 3.0, SSI, Privacy First Edge AI, and Beyond

 As a seasoned developer with over 20 years of experience, I have worked with various programming languages, including some that are considered "dead," such as COBOL and Smalltalk. However, my passion for innovation and embracing cutting-edge technology has led me to focus on the emerging fields of Web 5.0, Self-Sovereign Identity (SSI),AI Agents, Knowledge Graphs, Agentiic memory systems, and the architecture of a decentralized world that empowers data democratization.

A firm believer in the potential of agent systems and the concept of a "soft" internet, I am dedicated to exploring and promoting these transformative ideas. In addition to writing, I also enjoy sharing my knowledge and insights through videoblogging. Most of my Medium posts serve as supplementary content to the videos on my YouTube channel, which you can explore here: https://www.youtube.com/c/VolodymyrPavlyshyn. 

Join me on this exciting journey as we delve into the future of technology and the possibilities it holds.

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