Knowledge Graphs as Agentic Memory with Daniel Chalef

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38:30

Chef Shuai Wang was the runner-up on the 22nd season of Bravo’s Top Chef and is the force behind two standout restaurants in Charleston, South Carolina—Jackrabbit Filly and King BBQ—where he brings together the flavors of his childhood in Beijing and the spirit of the South in some pretty unforgettable ways. He grew up just a short walk from Tiananmen Square, in a tiny home with no electricity or running water, where his grandmother often cooked over charcoal. Later, in Queens, New York, his mom taught herself to cook—her first dishes were a little salty, but they were always made with love. And somewhere along the way, Shuai learned that cooking wasn’t just about food—it was about taking care of people. After years working in New York kitchens, he made his way to Charleston and started building something that feels entirely his own. Today, we’re talking about how all those experiences come together on the plate, the family stories behind his cooking, and what it’s been like to share that journey on national TV. For more info visit: southernliving.com/biscuitsandjam Learn more about your ad choices. Visit podcastchoices.com/adchoices…

לפני שנה 53:38

MP3•בית הפרקים

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.

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.

Please click here to see the transcript of this episode.

Sponsorship inquiries: sponsor@softwareengineeringdaily.com

2112 פרקים

#Jeffmeyerson #Softwaredevelopment #Softwareengineering #News #Tech News #Software Daily

Knowledge Graphs as Agentic Memory with Daniel Chalef

Software Engineering Daily

40 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

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.

Full Disclosure: This episode is sponsored by Zep.

Please click here to see the transcript of this episode.

Sponsorship inquiries: sponsor@softwareengineeringdaily.com

2112 פרקים

#Jeffmeyerson #Softwaredevelopment #Softwareengineering #News #Tech News #Software Daily

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לפני 13 weeks46:42

46:42

Welcome to the pilot episode of SED News, a new podcast series from Software Engineering Daily. Join hosts Gregor Van and Sean Falconer as they break down the week's most important stories in software engineering, machine learning, and developer culture. In this episode, Gregor and Sean discuss the CoreWeave IPO and the company's recent acquisition of weights and biases, dig into Anthropics model context protocol, surface highlights rom hacker news, and reflect on Microsoft turning 50. We'd love to hear what you think of the format. Reach out on BlueSky at @SoftwareDaily or on X at @Software _Daily , @GregorVand , or @seanfalconer . Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Vibe Coding at Heroku with Vish Abrams 52:51

לפני 13 weeks52:51

52:51

AI tools are transforming how developers write code, and although it’s difficult to pinpoint how much code is now AI-generated code, estimates suggest it’s between 20% and 40%, and this figure is poised to grow in the coming years. This evolution has given rise to a new coding paradigm in which developers act as directors, guiding and refining AI-generated solutions rather than manually writing every line of code. This approach was recently termed “vibe coding” by Andrej Karpathy, and it shifts the programmer’s role from detailed coding to overseeing and enhancing AI-produced code. It emphasizes collaborative interaction with AI, blending human creativity with machine efficiency to solve complex problems. Vish Abrams is the Chief Architect at Heroku and previously worked at Oracle and NASA, among other organizations. In this episode, Vish joins the show with Kevin Ball for a wide-ranging conversation about the state of AI-based tools, whether there are limits to vibe coding, AI tools for individuals vs. AI tools for teams, the Model Context Protocol, Heroku’s managed inference service, and much more. Full Disclosure: This episode is sponsored by Heroku (Caffelli) 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. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Agentic AI at Glean with Eddie Zhou 44:25

לפני 14 weeks44:25

44:25

Glean is a workplace search and knowledge discovery company that helps organizations find and access information across various internal tools and data sources. Their platform uses AI to provide personalized search results to assist members of an organization in retrieving relevant documents, emails, and conversations. The rise of LLM-based agentic reasoning systems now presents new opportunities to build advanced functionality using an organization's internal data. Eddie Zhou is a founding engineer at Glean and previously worked at Google. He joined Sean Falconer to discuss the engineering and design considerations around building agentic tooling to enhance productivity and decision-making. Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Turing Award Special: A Conversation with Martin Hellman 42:02

לפני 14 weeks42:02

42:02

Martin Hellman is an American cryptographer known for co-inventing public-key cryptography with Whitfield Diffie and Ralph Merkle in the 1970s. Their groundbreaking Diffie-Hellman key exchange method allowed secure communication over insecure channels, laying the foundation for modern encryption protocols. Hellman has also contributed to cybersecurity policy and ethical discussions on nuclear risk. His work has had a lasting impact on cryptography, internet security, and global information protection. Martin received the 2015 Turing Award together with Whitfield Diffie "for inventing and promulgating both asymmetric public-key cryptography, including its application to digital signatures, and a practical cryptographic key-exchange method. " In this episode he joins Gregor Vand to talk about his life and career. Gregor Vand is a security-focused technologist, and is the founder and CTO of Mailpass. Previously, Gregor was a CTO across cybersecurity, cyber insurance and general software engineering companies. He has been based in Asia Pacific for almost a decade and can be found via his profile at vand.hk. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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

לפני 15 weeks46:06

46:06

Modern cloud-native systems are highly dynamic and distributed, which makes it difficult to monitor cloud infrastructure using traditional tools designed for static environments. This has motivated the development and widespread adoption of dedicated observability platforms. Prometheus is an open-source observability tool designed for cloud-native environments. Its strong integration with Kubernetes and pull-based data collection model have driven its popularization in DevOps. However, a common challenge with Prometheus is that it struggles with large data volumes and has limited cost-optimization capabilities. This raises the question of how best to handle Prometheus deployments at large scale. Eric Schabell works in DevRel at Chronosphere where he’s the Director of Community and Developer. He is also a CNCF Ambassador. Eric joins the show with Kevin Ball to talk about metrics collection, time series data, managing Prometheus at scale, tradeoffs between self-hosted vs. managed observability, and more. Full Disclosure: This episode is sponsored by Chronosphere. 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. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Turing Award Special: A Conversation with David Patterson 56:25

לפני 15 weeks56:25

56:25

David A. Patterson is a pioneering computer scientist known for his contributions to computer architecture, particularly as a co-developer of Reduced Instruction Set Computing, or RISC, which revolutionized processor design. He has co-authored multiple books, including the highly influential Computer Architecture: A Quantitative Approach. David is a UC Berkeley Pardee professor emeritus, a Google distinguished engineer since 2016, the RIOS Laboratory Director, and the RISC-V International Vice-Chair. He received the 2017 Turing Award together with John L. Hennessy "for pioneering a systematic, quantitative approach to the design and evaluation of computer architectures with enduring impact on the microprocessor industry." In this episode he joins Kevin Ball to talk about his life and career. 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. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Uber’s On-Call Copilot with Paarth Chothani and Eduards Sidorovics 45:23

לפני 16 weeks45:23

45:23

At Uber, there are many platform teams supporting engineers across the company, and maintaining robust on-call operations is crucial to keeping services functioning smoothly. The prospect of enhancing the efficiency of these engineering teams motivated Uber to create Genie, which is an AI-powered on-call copilot. Genie assists with on-call management by providing real-time responses to queries, streamlining incident resolution, and facilitating team collaboration. Paarth Chothani is a Staff Software Engineer on the Uber AI Gen AI team. Eduards Sidorovics is a Senior Software Engineer on the Uber AI Platform team. In this episode they join the show with Sean Falconer to talk about the challenges that motivated the creation of Uber Genie, the architecture of Genie, and more. Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Turing Award Special: A Conversation with John Hennessy 40:03

לפני 16 weeks40:03

40:03

John Hennessy is a computer scientist, entrepreneur, and academic known for his significant contributions to computer architecture. He co-developed the RISC architecture, which revolutionized modern computing by enabling faster and more efficient processors. Hennessy served as the president of Stanford University from 2000 to 2016 and later co-founded MIPS Computer Systems and Atheros Communications. Currently, he serves on the board of the Gordon and Betty Moore Foundation, and is chair of the board of Alphabet. John received the 2017 Turing Award "for pioneering a systematic, quantitative approach to the design and evaluation of computer architectures with enduring impact on the microprocessor industry." In this episode he joins Kevin Ball to talk about his life and career. 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. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Sourcegraph and the Frontier of AI in Software Engineering with Beyang Liu 44:40

לפני 17 weeks44:40

44:40

Software Engineering Daily

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Turing Award Special: A Conversation with Jeffrey Ullman 38:13

לפני 17 weeks38:13

38:13

Jeffrey Ullman is a renowned computer scientist and professor emeritus at Stanford University, celebrated for his groundbreaking contributions to database systems, compilers, and algorithms. He co-authored influential texts like Principles of Database Systems and Compilers: Principles, Techniques, and Tools (often called the “Dragon Book”), which have shaped generations of computer science students. Jeffrey received the 2020 Turing Award together with Alfred Aho "for fundamental algorithms and theory underlying programming language implementation and for synthesizing these results and those of others in their highly influential books, which educated generations of computer scientists." In this episode he joins Kevin Ball to talk about his life and career. 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. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Knowledge Graphs as Agentic Memory with Daniel Chalef 53:38

לפני 18 weeks53:38

53:38

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. 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. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

1
React Remix with Ryan Florence 49:57

לפני 18 weeks49:57

49:57

Remix is a full-stack, open-source web framework that was developed by the creators of the popular React Router library. It focuses on features such as server-side rendering and efficient data loading, and it emphasizes developer experience. Ryan Florence is a co-creator of React Remix and in this episode he speaks with Josh Goldberg about the Remix project. Josh Goldberg is an independent full time open source developer in the TypeScript ecosystem. He works on projects that help developers write better TypeScript more easily, most notably on typescript-eslint: the tooling that enables ESLint and Prettier to run on TypeScript code. Josh regularly contributes to open source projects in the ecosystem such as ESLint and TypeScript. Josh is a Microsoft MVP for developer technologies and the author of the acclaimed Learning TypeScript (O’Reilly), a cherished resource for any developer seeking to learn TypeScript without any prior experience outside of JavaScript. Josh regularly presents talks and workshops at bootcamps, conferences, and meetups to share knowledge on TypeScript, static analysis, open source, and general frontend and web development. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Turing Award Special: A Conversation with Jack Dongarra 50:01

לפני 19 weeks50:01

50:01

Jack Dongarra is an American computer scientist who is celebrated for his pioneering contributions to numerical algorithms and high-performance computing. He developed essential software libraries like LINPACK and LAPACK, which are widely used for solving linear algebra problems on advanced computing systems. Dongarra is also a co-creator of the TOP500 list, which ranks the world’s most powerful supercomputers. His work has profoundly impacted computational science, enabling advancements across numerous research domains. Jack received the 2021 Turing Award "for pioneering contributions to numerical algorithms and libraries that enabled high performance computational software to keep pace with exponential hardware improvements for over four decades." He joins the podcast with Sean Falconer to talk about his life and career. Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Quantum Computing at Rigetti with David Rivas 53:50

לפני 19 weeks53:50

53:50

Rigetti Computing is an American company specializing in quantum computing, founded in 2013. The company develops quantum processors and hybrid quantum-classical computing systems, and aims to make quantum computing more accessible for research and commercial applications. David Rivas is the CTO at Rigetti Computing. He joins the podcast with Kevin Ball to talk about the company, the fundamentals of quantum computing, the state of the technology, and where we’re headed. 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. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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The State of the Ethereum Blockchain with Andrew Koller 41:29

לפני 20 weeks41:29

41:29

Ethereum is a decentralized blockchain platform that was created by Vitalik Buterin and Gavin Wood in 2015. It uses a cryptocurrency called Ether as its native token to power transactions and operations on the Ethereum network. Ethereum’s proponents envision a future where the network forms the foundation for a second platform layer, called L2, where decentralized applications are run. As we approach the 10th anniversary of Ethereum’s creation we wanted to understand the state of the technology so we spoke with Andrew Koller who is an engineer at Kraken , which is a software company and popular cryptocurrency exchange. In this conversation Andrew talks about Kraken, security considerations at an exchange, the history of Ethereum, L2, and the future of Ethereum. Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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StackHawk and Shift-Left API Security with Scott Gerlach 46:07

לפני 20 weeks46:07

46:07

StackHawk is a company that scans and monitors source code to obtain the full scope of an organization's APIs and applications, and runs tests to identify vulnerabilities and address them pre-production. Scott Gerlach is the Co-Founder and Chief Security Officer at StackHawk and previously worked at SendGrid and GoDaddy. He has an extensive background running security operations and engineering and, in this episode, he joins the show to talk about the challenges around API security and leading-edge strategies to address them. Full Disclosure: This episode is sponsored by 10kMedia (StackHawk). Gregor Vand is a security-focused technologist, and is the founder and CTO of Mailpass. Previously, Gregor was a CTO across cybersecurity, cyber insurance and general software engineering companies. He has been based in Asia Pacific for almost a decade and can be found via his profile at vand.hk. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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NVIDIA RAPIDS and Open Source ML Acceleration with Chris Deotte and Jean-Francois Puget 42:32

לפני 21 weeks42:32

42:32

NVIDIA RAPIDS is an open-source suite of GPU-accelerated data science and AI libraries. It leverages CUDA and significantly enhances the performance of core Python frameworks including Polars, pandas, scikit-learn and NetworkX. Chris Deotte is a Senior Data Scientist at NVIDIA and Jean-Francois Puget is the Director and a Distinguished Engineer at NVIDIA. Chris and Jean-Francois are also Kaggle Grandmasters, which is the highest rank a data scientist or machine learning practitioner can achieve on Kaggle, a competitive platform for data science challenges. In this episode, they join the podcast with Sean Falconer to talk about Kaggle, GPU-acceleration for data science applications, where they’ve achieved the biggest performance gains, the unexpected challenges with tabular data, and much more. Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

1
Browser Security with Jeswin Mathai 50:00

לפני 21 weeks50:00

50:00

Browser security aims to protect users from cyber threats encountered online, such as phishing, malicious extensions, and malware. It's a complex, multifaceted challenge that's increasingly important as cloud-based tools, SaaS platforms, and collaborative applications become the backbone of modern workflows. Jeswin Mathai is the Chief Architect at SquareX which is a cybersecurity company focused on protecting users and companies from web-based threats. Jeswin joins the podcast to talk about SquareX and modern strategies for browser security. Gregor Vand is a security-focused technologist, and is the founder and CTO of Mailpass . Previously, Gregor was a CTO across cybersecurity, cyber insurance and general software engineering companies. He has been based in Asia Pacific for almost a decade and can be found via his profile at vand.hk. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Troubleshooting Microservices with Julia Blase 43:00

לפני 22 weeks43:00

43:00

A distributed system is a network of independent services that work together to achieve a common goal. Unlike a monolithic system, a distributed system has no central point of control, meaning it must handle challenges like data consistency, network latency, and system failures. Debugging distributed systems is conventionally considered challenging because modern architectures consist of numerous microservices communicating across networks, making failures difficult to isolate. The challenges and maintenance burdens can magnify as systems grow in size and complexity. Julia Blase is a Product Manager at Chronosphere where she works on features to help developers troubleshoot distributed systems more efficiently, including Differential Diagnosis, or DDx. DDx provides tooling to troubleshoot distributed systems, and emphasizes automation and developer experience. In this episode Julia joins Sean Falconer to talk about the challenges and emerging strategies to troubleshoot distributed systems. Full Disclosure: This episode is sponsored by Chronosphere. Sean's been an academic, startup founder, and Googler. He has published works covering a wide range of topics from AI to quantum computing. Currently, Sean is an AI Entrepreneur in Residence at Confluent where he works on AI strategy and thought leadership. You can connect with Sean on LinkedIn. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

Software Engineering Daily

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Vercel’s Developer Frameworks with Ary Khandelwal and Max Leiter 53:13

לפני 22 weeks53:13

53:13

The availability of high-quality AI model APIs has drastically lowered the barriers developing AI applications. These tools abstract away complex tasks such as model deployment, scaling, data retrieval, natural language processing, and text generation. Vercel has developed a complementary set of tools for building AI web applications, including their AI SDK, v0, and the shadcn/ui component framework. Ary Khandelwal and Max Leiter are on the AI team at Vercel. In this episode they join Kevin Ball to talk about the AI SDK, v0, shadcn/ui and the AI tooling ecosystem at Vercel. 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. Please click here to see the transcript of this episode. Sponsorship inquiries: sponsor@softwareengineeringdaily.com…

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Knowledge Graphs as Agentic Memory with Daniel Chalef