26 subscribers
Gå offline med appen Player FM !
Knowledge Graphs as Agentic Memory with Daniel Chalef
Manage episode 473225963 series 2396472
Contextual memory in AI is a major challenge because current models struggle to retain and recall relevant information over time. While humans can build long-term semantic relationships, AI systems often rely on fixed context windows, leading to loss of important past interactions.
Zep is a startup that’s developing a memory layer for AI agents using temporal Knowledge Graphs, enabling agents to retain long-term contextual information. It was founded in 2023 and was part of the Y Combinator batch of Winter 2024.
Daniel Chalef is the Founder of Zep. He joins the show with Kevin Ball to talk about the challenge of contextual memory in AI, temporal knowledge graphs, ambient AI agents, and more.
Be sure to check out Graphiti on GitHub and read the Zep White Paper on arXiv.
Full Disclosure: This episode is sponsored by Zep.
Kevin Ball or KBall, is the vice president of engineering at Mento and an independent coach for engineers and engineering leaders. He co-founded and served as CTO for two companies, founded the San Diego JavaScript meetup, and organizes the AI inaction discussion group through Latent Space.
Sponsorship inquiries: sponsor@softwareengineeringdaily.com
The post Knowledge Graphs as Agentic Memory with Daniel Chalef appeared first on Software Engineering Daily.
116 episoder
Manage episode 473225963 series 2396472
Contextual memory in AI is a major challenge because current models struggle to retain and recall relevant information over time. While humans can build long-term semantic relationships, AI systems often rely on fixed context windows, leading to loss of important past interactions.
Zep is a startup that’s developing a memory layer for AI agents using temporal Knowledge Graphs, enabling agents to retain long-term contextual information. It was founded in 2023 and was part of the Y Combinator batch of Winter 2024.
Daniel Chalef is the Founder of Zep. He joins the show with Kevin Ball to talk about the challenge of contextual memory in AI, temporal knowledge graphs, ambient AI agents, and more.
Be sure to check out Graphiti on GitHub and read the Zep White Paper on arXiv.
Full Disclosure: This episode is sponsored by Zep.
Kevin Ball or KBall, is the vice president of engineering at Mento and an independent coach for engineers and engineering leaders. He co-founded and served as CTO for two companies, founded the San Diego JavaScript meetup, and organizes the AI inaction discussion group through Latent Space.
Sponsorship inquiries: sponsor@softwareengineeringdaily.com
The post Knowledge Graphs as Agentic Memory with Daniel Chalef appeared first on Software Engineering Daily.
116 episoder
Tutti gli episodi
×
1 Turing Award Special: A Conversation with Martin Hellman 41:03

1 Prometheus and Open-Source Observability with Eric Schabell 46:06

1 Turing Award Special: A Conversation with David Patterson 55:46

1 Uber’s On-Call Copilot with Paarth Chothani and Eduards Sidorovics 44:21

1 Turing Award Special: A Conversation with John Hennessy 38:53

1 Sourcegraph and the Frontier of AI in Software Engineering with Beyang Liu 44:19

1 Turing Award Special: A Conversation with Jeffrey Ullman 37:45

1 Knowledge Graphs as Agentic Memory with Daniel Chalef 53:39

1 Turing Award Special: A Conversation with Jack Dongarra 49:31

1 Quantum Computing at Rigetti with David Rivas 53:03

1 The State of the Ethereum Blockchain with Andrew Koller 41:13

1 StackHawk and Shift-Left API Security with Scott Gerlach 46:08

1 NVIDIA RAPIDS and Open Source ML Acceleration with Chris Deotte and Jean-Francois Puget 42:06

1 Troubleshooting Microservices with Julia Blase 43:00

1 Vercel’s Developer Frameworks with Ary Khandelwal and Max Leiter 52:25

1 Docusign for Developers with Dan Selman and Larry Jin 45:10

1 The Subsea Cable Network with Josh Dzieza 44:19

1 LangChain and Agentic AI Engineering with Erick Friis 41:50

1 Secure Communications in Embedded Systems with Ismael Valenzuela and John Wall 46:24


1 Maximizing Cloud Efficiency with Jerzy Grzywinski and Brent Segner 45:53

1 NVIDIA’s Agentic AI for Container Security with Amanda Saunders and Allan Enemark 45:49

1 The Raylib C Library for Game Development with Ramon Santamaria 1:00:33


1 Mamba and Software Package Security with Sylvain Corlay 45:56


1 beeps and on-call for Next.js developers with Joey Parsons 47:43

1 Digital Forensics with Emre Tinaztepe 49:14

1 Fallout: London with Daniel Morrison Neil and Jordan Albon 1:14:36

1 Heroku and the Twelve-Factor App with Vish Abrams 38:20

1 AI Developer Tools at Google with Paige Bailey 37:28

1 Game Emulation on the Carbon Engine with Dimitris “MVG” Giannakis 45:05

1 Going Serverless in Financial Services with Brian McNamara 37:58

1 Teardown and Voxel-Based Rendering with Dennis Gustafsson 33:32

1 Streamlined React Native Development with Charlie Cheever and James Ide 50:37

1 Special End-of-Year Message from Software Engineering Daily 1:04

1 The Vulkan Graphics API with Tom Olson and Ralph Potter 51:39



1 The Future of Offensive Pentesting with Mark Goodwin 44:40


1 Engineering at Discord with Justin Beckwith 41:35

1 Next.js 15 with Jimmy Lai and Tim Neutkens 50:38
Velkommen til Player FM!
Player FM is scanning the web for high-quality podcasts for you to enjoy right now. It's the best podcast app and works on Android, iPhone, and the web. Signup to sync subscriptions across devices.