Email the Author
You can use this page to email Volodymyr Pavlyshyn about AI Agents Memory empowered by Knowledge Graphs.
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
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.