What is RAG?

Open at Intel

39:50

The truth is out West! We’re hopping on the ET Highway and venturing to the most notorious alien hot spots, including Roswell’s infamous crash site, Area 51’s eerie perimeter, and a mysterious desert watchtower. Join us as journalist Laura Krantz, host of the podcast Wild Thing , beams up to share stories from the front lines of UFO reporting—from strange sightings and quirky festivals to a mailbox where people leave letters to extraterrestrials. Maybe you’ll even decide for yourself: Is Earth a tourist stop for spaceships? UFO hot spots you’ll encounter in this episode: - UFO Watchtower (near Great Sand Dunes National Park, Colorado) - Roswell, New Mexico - Area 51, Nevada - Extraterrestrial Highway (aka State Route 375), Nevada - Little A’Le’Inn, ET Highway, Nevada - E.T. Fresh Jerky, ET Highway, Nevada - Alien Research Center, ET Highway, Nevada - The Black Mailbox, ET Highway, Nevada Via Podcast is a production of AAA Mountain West Group .…

about a year ago 23:08

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Katherine Druckman talks to fellow Intel Open Source Evangelist Ezequiel Lanza about building and deploying AI applications using Retrieval Augmented Generation. We break down RAG concepts and processes involved in providing additional context to general AI models for specialized use cases.

Guest:

Passionate about helping people discover the exciting world of artificial intelligence, Ezequiel Lanza is a frequent AI conference presenter and the creator of use cases, tutorials, and guides that help developers adopt open source AI tools.

100 episodes

#Tech #Open At Intel

What is RAG?

Open at Intel

published about a year ago

MP3•Episode home

Guest:

100 episodes

#Tech #Open At Intel

All episodes

Open at Intel

1
Challenges and Triumphs in Kubernetes Security 23:42

6 days ago23:42

23:42

In this episode recorded at KubeCon in London, Cailyn Edwards, a security engineer at Okta, shares her unique journey from a rough guide and farmer to a security professional. Based in Canada, she discusses her dual life of securing platforms in her day job and co-chairing Kubernetes SIG Security in her community role. Cailyn emphasizes the importance of diverse backgrounds in the security field for better risk evaluation and shares tips on entering this realm, regardless of one's starting point. The conversation also touches on challenges like open source sustainability, economic pressures, and leveraging AI in coding, along with practical advice for new contributors to cloud-native technologies. 00:00 Welcome 00:31 Meet Kaylin: From Farmer to Security Engineer 03:35 The Importance of Diverse Perspectives in Security Risk Assessment 05:07 Understanding SIG Security in Kubernetes 09:24 Challenges in Open Source Contributions 17:03 Identity and Security in the Cloud Native World 21:35 Final Thoughts…

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1
Flatcar Linux: Made for Containers 22:24

13 days ago22:24

22:24

In this episode, Danielle Tal and Thilo Fromm join us to discuss Flatcar Linux. They introduce Flatcar as a Linux operating system designed specifically for containers and Kubernetes workloads, highlighting its automation, self-healing capabilities, and security features. They emphasize how Flatcar simplifies operations for startups and large companies alike by automating OS provisioning and maintenance. We discussed contributor engagement and the project's involvement with the CNCF. They also share intriguing use cases, like a Kubernetes cluster running on a tractor fleet, and stress the importance of community contributions, not just in code but in evangelism and documentation. 00:00 Introduction 01:05 What is Flatcar? 02:01 Flatcar's Automation and Self-Healing Capabilities 04:10 User Experience and Testing 05:06 Ideal Users and Use Cases 10:36 Community and Contributions 13:38 Getting Started with Contributions 16:59 Impact and Future Directions 19:58 Conclusion and Final Thoughts Guest: Danielle Tal is a Program Manager at Microsoft and an integral part of the team responsible for maintaining Flatcar Container Linux. The team is contributes to Linux OS distributions and Linux Security within Azure and other upstream projects. With a background in supporting diverse enterprise cloud applications as a support engineer, Danielle has transitioned into a management role, overseeing Docker EMEA support before joining the Flatcar team. Thilo Fromm is an engineering manager and works on Community Linux distributions and Linux Security at Azure. Thilo's team helps maintaining Flatcar Container Linux. He has given talks at FOSDEM, FrOSCon, KubeCon, Open Source Summit, Cloud-Native Rejekts, and various meetups like Kubernetes Community Days. Thilo started his career in embedded systems with hardware design and roll-your-own /from scratch embedded Linux, kernel and plumbing level development, and later virtualisation. After working for various cloud providers in engineering and management positions, he went full cloud native in 2019. Nowadays Thilo works on operating systems for cloud-native environments with a special focus on Flatcar Container Linux.…

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1
Demystifying Cyber Resilience and the Tools That Help 21:16

20 days ago21:16

21:16

In this episode, Michael Lieberman, Co-founder and CTO of Kusari, walks us through the intersection of open source software and security. We discuss Mike's extensive involvement in OpenSSF projects like SLSA and GUAC, which provide essential frameworks for securing the software development life cycle (SDLC) and managing software supply chains. He explains how these tools help verify software provenance and manage vulnerabilities. Additionally, we explore regulatory concerns such as the Cyber Resilience Act (CRA) and the vital role of the recently released Open SSF Security Baseline (OSPS Baseline) in helping organizations comply with such regulations. Mike also shares insights into the evolution of open source security practices, the importance of reducing complexity for developers, and the potential benefits of orchestrating security similarly to Kubernetes. We conclude with a look at upcoming projects and current pilots aiming to simplify and enhance open source security. 00:00 Introduction and Guest Welcome 00:19 Mike's Background and Role in Open Source 01:35 Exploring SLSA and GUAC Projects 04:57 Cyber Resiliency Act Overview 06:54 OpenSSF Security Baseline 11:29 Encouraging Community Involvement 18:39 Final Thoughts Resources: OpenSSF's OSPS Baseline GUAC SLSA KubeCon Keynote: Cutting Through the Fog: Clarifying CRA Compliance in C... Eddie Knight & Michael Lieberman Guest: Michael Lieberman is co-founder and CTO of Kusari where he helps build transparency and security in the software supply chain. Michael is an active member of the open-source community, co-creating the GUAC and FRSCA projects and co-leading the CNCF’s Secure Software Factory Reference Architecture whitepaper. He is an elected member of the OpenSSF Governing Board and Technical Advisory Council along with CNCF TAG Security Lead and an SLSA steering committee member.…

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1
Project Sylva and the Future of Telecom 24:07

27 days ago24:07

24:07

Tim Irnich from SUSE shares his work with Edge computing, focusing on the telecommunications industry. He highlights the importance of standardization and interoperability across the industry, specifically focusing on the widespread adoption of Linux and Kubernetes. Tim also elaborates on Project Sylva, an initiative under the Linux Foundation, aimed at creating a standardized stack for the European telco operators. We also discuss challenges and opportunities presented by the vast array of open source projects within the CNCF landscape and the potential for AI to enhance network efficiency and reliability. The episode provides a comprehensive look into the collaborative efforts and technological advancements shaping the telecom sector. 00:00 Welcome 01:14 Open Source Adoption in the Telco Industry 02:14 Challenges and Standardization in Telco Networks 04:35 Curating Reliable Stacks for Telco 06:11 Project Silva: An Open Source Initiative 18:55 AI in the Telecom Industry 22:11 Conclusion and Final Thoughts Tim Irnich is the product manager for SUSE Edge for Telco, an open source based horizontal telco cloud solution. He is also a member of the Board of Directors at the LF Europe Sylva Project. Tim has been active in telco related open source communities such as LF Networking, OPNFV, OpenDaylight, OpenStack/OpenInfra for over a decade and held positions on several committees including the LFN TAC, TSC and Board of Directors in OPNFV and OpenDaylight. Before joining SUSE in 2018, Tim worked at Ericsson, where he ran the open source and ecosystem program for Ericsson's cloud business unit and helped found Ericsson's open source development arm that is today known as Ericsson Software Technologies.…

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1
Data Privacy and Efficiency with Bacalhau Compute Over Data 23:10

5 weeks ago23:10

23:10

In this episode, David Aronchick, CEO and Co-founder of Expanso discusses his experiences and insights from working with Kubernetes since its early days at Google. David shares his journey from working on Kubernetes to co-founding Kubeflow and his latest project, Bacalhau, which focuses on combining compute and data management in distributed systems. Highlighting the challenges of data processing and privacy, particularly in edge computing and regulated environments, David emphasizes cost-saving benefits and the importance of local data processing. Throughout, privacy and regulatory concerns are underscored along with solutions for efficient and secure data handling. 00:00 Introduction and Welcome 00:23 Early Days of Kubernetes 01:05 Kubernetes Community and Evolution 02:23 AI, ML, and KubeFlow 03:40 Current Work and Data Challenges 08:20 Privacy and Security Concerns 14:21 Real-World Applications and Benefits 20:42 Conclusion Learn more about Intel® Liftoff for Startups: https://www.intel.com/content/www/us/en/developer/tools/oneapi/liftoff.html Learn more about our collaboration with Expanso in the Open Platform for Enterprise AI (OPEA) project: https://opea.dev Guest: David Aronchick, Founder and CEO at Expanso, formerly led open source machine learning strategy at Azure, managed Kubernetes product development at Google, and co-founded Kubeflow. Previous roles at Microsoft, Amazon, and Chef.…

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1
Evolving Software Deployment With GitLab 20:55

5 weeks ago20:55

20:55

In this episode, we sit down with Victor Nagy of GitLab to discuss his role and GitLab's initiatives. Victor details the transition from using a custom solution to integrating Flux for smoother application deployment. Victor also talks about GitLab's commitment to the open source community, contributions to Flux, and becoming a potential maintainer. We also touch on what makes developer tools great, developer experience, and developments in AI and security, highlighting the rapid pace of innovation in these fields. 00:00 Introduction and Guest Introduction 00:36 Key Open Source Projects: Flux and GitLab 01:17 Choosing Flux 03:42 Community Contributions and Future Plans 05:35 Deployment and Product Management 12:31 GitLab's Comprehensive Platform and Differentiators 18:38 Security and AI 19:43 Conclusion and Final Thoughts…

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1
The Future of AI Workloads with Slinky 18:51

6 weeks ago18:51

18:51

In this episode, Marlow Warnicke, lead for the Slinky project, and Tim Wickberg, CTO of SchedMD, join us to discuss their work integrating HPC scheduler Slurm with Kubernetes. They provide background on Slurm's origins, its open source nature, and its evolution into Slinky to address Kubernetes's limitations in scheduling AI and HPC workloads. The discussion touches on the unique challenges in the MLOps space, the need for fine-grained resource control, and their collaborative efforts with various communities to enhance Kubernetes's efficiency. They also share the roadmap for Slinky and avenues for community collaboration and contribution. 00:00 Introduction and Guest Introductions 00:39 Overview of Slurm and Its Evolution 01:44 The Fusion of Slurm and Kubernetes: Slinky 04:14 Challenges in Kubernetes Scheduling 09:07 Unique Challenges in MLOps 12:58 Community Collaboration and Future Plans 16:41 Getting Involved and Final Thoughts…

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1
Open Source Maintainership: The Highs, Lows, and Everything In Between 23:38

7 weeks ago23:38

23:38

Katherine Druckman sat down with Sarah Christoph, lead maintainer of Porter, and Karen Chu, community manager for Helm, to discuss the realities of maintaining open source projects. We discussed the challenges maintainers face, including burnout, community building, and the importance of human interactions in sustaining projects. The conversation highlights strategies for creating sustainable workflows, such as documentation and contributor ladders, and the essential role of positive feedback and community support in maintaining morale. The episode also underscores the protective and inclusive nature of the open source community, shining a light on mentorship and the personal growth it fosters. 00:00 Introduction 02:30 Challenges in Open Source Maintenance 03:43 Maintainer Burnout and Coping Strategies 08:10 Building Sustainable Open Source Projects 10:37 The Importance of Community and Mentorship 12:41 Recognizing and Crediting Contributors 14:14 The Human Connection in Open Source 21:22 Final Thoughts Guests: Karen Chu Sarah Christoff…

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1
The Human Side of Code 20:46

8 weeks ago20:46

20:46

In this episode, we hear from Megan Knight, Director of Software Communities at Arm. Megan shares her experiences with open source projects, particularly focusing on the Yocto project which helps build custom Linux distributions. She discusses the challenges of community management, maintaining contributor motivation, and the impact of policy changes on open source projects. The discussion also touches on the importance of corporate support in sustaining open source contributions. 00:00 Introduction and Welcome 00:52 The Yocto Project: Building Custom Linux Distributions 01:33 Managing Open Source Communities 04:20 Motivations and Challenges in Open Source Contributions 05:18 Conflict Resolution in Open Source Projects 06:59 Unexpected Use Cases in Open Source 10:03 Sustainability and Training in Open Source 18:07 The Future of Open Source in Automotive 19:18 Conclusion Guest: Megan Knight is the Director of Software Communities at Arm where she delightfully works with the upstream. She holds various positions on project boards including Yocto Project, UXL Foundation, Zephyr Project, and OpenSSF. Prior to Arm, she led the IoT and Automotive open source engagement portfolio at Amazon Web Services and served as the Amazon representative on critical dependency open source project boards. She got her start in open source working at The Linux Foundation with the Linux Kernel and Linux Plumbers communities.…

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1
Understanding Observability with OpenTelemetry 21:50

9 weeks ago21:50

21:50

Join us as we sit down with Austin Parker, Director of Open Source at Honeycomb.io to discuss observability with OpenTelemetry, explaining its importance in cloud native software and discussing the OpenTelemetry project's growth and community contributions. He shares insights on the evolution and adoption of Open Telemetry, its impact on the software industry, and the collaborative nature of its development. 00:00 Introduction 00:45 Understanding OpenTelemetry 02:48 The Importance of Observability 05:01 Challenges and Innovations in Observability 09:36 The OpenTelemetry Community 12:12 Challenges with Vendor Lock-In 14:29 Encouraging New Contributions 18:07 Recognizing Community Contributions 20:24 Final Thoughts Guest: Austin Parker is Director of Open Source at honeycomb.io, an OpenTelemetry maintainer and governance member, author of several books, and all around great person.…

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1
AI and MLOps with Kubernetes 20:37

9 weeks ago20:37

20:37

In this episode, we caught up with Abdel Sghiouar, a Developer Advocate at Google and the co-host of The Kubernetes Podcast. Abdel shared the latest developments in Kubernetes and AI applications, highlighting the unique challenges of running machine learning models on Kubernetes, particularly focusing on scalability and the context window in large language models. We also discussed the importance of working groups in overcoming these challenges and emerging concerns in AI security. 00:00 Introduction and Welcome Back 00:20 Abdel's Role and Podcast 00:36 Kubernetes and Cloud Native Space 01:14 AI and MLOps Discussion 02:20 Challenges with Large Language Models 04:48 Kubernetes Working Groups 05:55 Security Concerns in MLOps 09:48 Exploring Solutions and Community Interaction 18:23 Conclusion Guest: Abdel Sghiouar is a Cloud Developer Advocate @Google Cloud. His focus areas are GKE/Kubernetes, Service Mesh and Serverless. Abdel started his career in datacenters and infrastructure in Morocco before moving to Google's largest EU datacenter in Belgium. Then in Sweden he joined Google Cloud Professional Services and spent 5 years working with Google Cloud customers on architecting and designing large scale distributed systems before turning to advocacy and community work. You can follow him at @boredabdel .…

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1
Positioning and Strategy with Open Source 20:10

10 weeks ago20:10

20:10

Consultant Emily Omier discusses her work with open source companies on product strategy and positioning. She explains the unique challenges and opportunities such companies face, particularly the tension between commercial offerings and open source projects. Emily highlights the importance of solid product strategy, shares her process from customer interviews to leadership workshops, and addresses common misconceptions and struggles companies encounter. Additionally, she touches upon the strategic reasons for open-sourcing software. 00:00 Introduction and Guest Background 00:16 Understanding Product Strategy in Open Source 01:58 Engaging with Companies at Different Stages 03:10 Workshop and Internal Knowledge Surfacing 04:16 Differentiating Open Source and Commercial Offerings 07:09 Common Struggles and Misunderstandings 10:35 Community Building and Its Importance 14:21 Open Sourcing Projects: Reasons and Benefits 17:28 Experience at All Things Open 18:07 Conclusion and Upcoming Events Guest: Emily Omier is a consultant who helps open source startups accelerate growth with killer positioning. She also hosts The Business of Open Source, a podcast about building open source companies and is the founder of Open Source Founders Summit, a business-focused conference for leadership of open source companies.…

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1
Balancing Act: Software Security and Developer Experience 25:32

10 weeks ago25:32

25:32

In this episode, we sit down with Luke Hinds, CTO of Stacklok and creator of Sigstore, to learn from his extensive background in open source security. Luke shares insights into his journey and passion for security, highlighting the thrill of the 'cat and mouse' dynamics. He discusses Stacklok’s project, Minder, a software supply chain platform designed to streamline security while boosting developer productivity. Luke also touches on Trusty, another Stacklok initiative aimed at assessing the security risks of open source packages using data science. The conversation expands to the impact of AI on code contributions and developer identity, reflecting on the evolving dynamics in software development and security. Finally, Luke shares thoughts on the ongoing challenges and opportunities in bridging the gap between operations and engineering to maintain robust security in fast-paced development environments. 00:00 Introduction 02:29 Personal Reflections on Security 04:14 Introduction to Stacklok and Minder 05:02 Minder's Features and Capabilities 07:38 Target Audience and Use Cases for Minder 10:41 Balancing Security and Developer Productivity 13:00 The Importance of Seamless Security 13:52 Introduction to Trusty: Understanding Open Source Security Risks 14:45 Analyzing Malicious Packages and Developer Contributions 18:06 The Role of Developer Identity in Open Source Projects 19:20 AI's Impact on Code Development and Security 20:10 Challenges and Future Directions in Developer Identity 23:31 Concluding Thoughts and Future Conversations Guest: Luke Hinds is the CTO of Stacklok. He is the creator of the open source project sigstore, which makes it easier for developers to sign and verify software artifacts. Prior to Stacklok, Luke was a distinguished engineer at Red Hat.…

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1
Open Source and Public Policy: A Conversation with Deb Bryant 20:23

11 weeks ago20:23

20:23

Deb Bryant discusses her career journey and the significant role of open source software in public policy, particularly in the US and Europe. She highlights her work with the Open Source Initiative, Oregon State University, and Red Hat, emphasizing the importance of open source in government operations and cybersecurity. Deb also addresses the challenges and evolution of open source policies, the critical need for sustainability in open source projects, and her current focus on AI's impact on the ecosystem. She concludes by advocating for harmonized international regulations and human-centered AI approaches. 00:00 Introduction 00:44 Government and Open Source Software 01:38 Experiences in the Private Sector 02:14 Open Source in Public Policy 04:31 Cybersecurity and Open Source 07:42 Sustainability in Open Source 15:05 Future of Open Source and AI 18:53 Conclusion and Final Thoughts Guest: Deb Bryant, Director, US Policy and Founder, Open Policy Alliance Open Source Initiative Throughout her career, Deborah has lent her voice to supporting open source projects and developers, building bridges between academia, industry, non-profits, and government along the way. Today she provides guidance to open source foundations seeking to support public policy development in open technology domains. She has worked in emerging technology and has been an advocate of free and open source software and the community that makes it so since the 1990s. Deborah is board director emeritus at the Open Source Initiative (OSI); serves on the DemocracyLab board; serves on the advisory boards of Open Source Elections Technology Foundation and the OASIS Open Project, and as an advisor to the Brandeis University Open Technology Management program. She also represents OSI as a member of the Digital Public Goods Alliance. For eight years prior to her reentry into the nonprofit world, she led one of the world’s largest open source program offices (OSPO) at Red Hat where her global team was responsible for the company’s strategy and stewardship in open source software communities. While at Red Hat she served on the Eclipse Foundation board for two years. Deborah’s published academic research includes the Use of Open Source in Cybersecurity in the Energy Industry and Collaborative Models for Creating Software in the Public Sector.…

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1
Canonical's Data Science Stack and AI's Open Future 19:34

11 weeks ago19:34