LaunchPad – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-03T22:20:47Z http://www.open-lab.net/blog/feed/ Nicolas Dupont <![CDATA[Bringing Confidentiality to Vector Search with Cyborg and NVIDIA cuVS]]> http://www.open-lab.net/blog/?p=87131 2024-10-03T21:17:06Z 2024-08-15T16:00:00Z In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases,...]]> In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases,...

In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases, vector databases are vulnerable to a range of attacks, including cyber threats, phishing attempts, and unauthorized access. This vulnerability is particularly concerning considering that these databases often contain sensitive and��

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Isabel Hulseman <![CDATA[New Lab: Generative AI Inference with NVIDIA NIM]]> http://www.open-lab.net/blog/?p=80062 2024-04-18T20:13:55Z 2024-04-03T15:39:03Z Get started with NVIDIA NIM for deploying large language models (LLMs). Request access to a free, hands-on lab today.]]> Get started with NVIDIA NIM for deploying large language models (LLMs). Request access to a free, hands-on lab today.Decorative image of a person looking at a chatbot.

Get started with NVIDIA NIM for deploying large language models (LLMs). Request access to a free, hands-on lab today.

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Gordana Neskovic <![CDATA[NVIDIA Speech and Translation AI Models Set Records for Speed and Accuracy]]> http://www.open-lab.net/blog/?p=79365 2024-08-12T16:09:12Z 2024-03-19T16:00:00Z Speech and translation AI models developed at NVIDIA are pushing the boundaries of performance and innovation. The NVIDIA Parakeet automatic speech recognition...]]> Speech and translation AI models developed at NVIDIA are pushing the boundaries of performance and innovation. The NVIDIA Parakeet automatic speech recognition...

Speech and translation AI models developed at NVIDIA are pushing the boundaries of performance and innovation. The NVIDIA Parakeet automatic speech recognition (ASR) family of models and the NVIDIA Canary multilingual, multitask ASR and translation model currently top the Hugging Face Open ASR Leaderboard. In addition, a multilingual P-Flow-based text-to-speech (TTS) model won the LIMMITS ��24��

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Michelle Horton <![CDATA[Event: Cybersecurity Developer Day at NVIDIA GTC 2024]]> http://www.open-lab.net/blog/?p=77761 2024-03-07T19:29:32Z 2024-02-28T17:00:00Z Join us on March 20 for Cybersecurity Developer Day at GTC to gain insights on leveraging generative AI for cyber defense.]]> Join us on March 20 for Cybersecurity Developer Day at GTC to gain insights on leveraging generative AI for cyber defense.

Join us on March 20 for Cybersecurity Developer Day at GTC to gain insights on leveraging generative AI for cyber defense.

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Tanay Varshney <![CDATA[Build an LLM-Powered Data Agent for Data Analysis]]> http://www.open-lab.net/blog/?p=77831 2024-02-22T19:58:53Z 2024-02-20T19:30:00Z An AI agent is a system consisting of planning capabilities, memory, and tools to perform tasks requested by a user. For complex tasks such as data analytics or...]]> An AI agent is a system consisting of planning capabilities, memory, and tools to perform tasks requested by a user. For complex tasks such as data analytics or...

An AI agent is a system consisting of planning capabilities, memory, and tools to perform tasks requested by a user. For complex tasks such as data analytics or interacting with complex systems, your application may depend on ?collaboration among different types of agents. For more context, see Introduction to LLM Agents and Building Your First LLM Agent Application. This post explains the��

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Moon Chung <![CDATA[Experience NVIDIA cuOpt Accelerated Optimization to Boost Operational Efficiency]]> http://www.open-lab.net/blog/?p=77674 2024-09-16T16:25:19Z 2024-02-19T19:30:00Z This week��s model release features NVIDIA cuOpt, a world-record-breaking accelerated optimization engine that helps teams solve complex routing problems and...]]> This week��s model release features NVIDIA cuOpt, a world-record-breaking accelerated optimization engine that helps teams solve complex routing problems and...

This week��s model release features NVIDIA cuOpt, a world-record-breaking accelerated optimization engine that helps teams solve complex routing problems and deliver new capabilities. It enables organizations to reimagine logistics, operations research, transportation, and supply chain optimization. NVIDIA cuOpt facilitates many logistics optimization use cases, including: Ultimately��

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Tanya Lenz <![CDATA[Featured Cybersecurity Sessions at NVIDIA GTC 2024]]> http://www.open-lab.net/blog/?p=77736 2024-02-22T19:58:56Z 2024-02-14T20:26:51Z Discover how generative AI is powering cybersecurity solutions with enhanced speed, accuracy, and scalability.]]> Discover how generative AI is powering cybersecurity solutions with enhanced speed, accuracy, and scalability.

Discover how generative AI is powering cybersecurity solutions with enhanced speed, accuracy, and scalability.

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Troy Estes <![CDATA[A Startup��s Guide to Success in Central and Eastern Europe]]> http://www.open-lab.net/blog/?p=64010 2023-05-18T18:23:00Z 2023-05-03T21:00:46Z Central and Eastern Europe (CEE) is quickly gaining recognition as one of the world��s most important rising technology ecosystems. A highly skilled workforce,...]]> Central and Eastern Europe (CEE) is quickly gaining recognition as one of the world��s most important rising technology ecosystems. A highly skilled workforce,...Title slide for GTC session, A startup's Guide to Success in CEE.

Central and Eastern Europe (CEE) is quickly gaining recognition as one of the world��s most important rising technology ecosystems. A highly skilled workforce, government support, proximity to key markets, and a history of entrepreneurship are all factors that have led to a significant increase in funding to the region over the past several years. In turn, the increase in funding has led to dozens��

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Phoebe Lee <![CDATA[Catapulting Enterprises to the Leading Edge of AI with NVIDIA AI Enterprise 3.1]]> http://www.open-lab.net/blog/?p=62231 2023-03-23T17:12:12Z 2023-03-21T16:31:22Z Generative AI has marked an important milestone in the AI revolution journey. We are at a fundamental breaking point where enterprises are not only getting...]]> Generative AI has marked an important milestone in the AI revolution journey. We are at a fundamental breaking point where enterprises are not only getting...An illustration of production AI workflow applications such as video conferencing, computer vision, and robotics.

Generative AI has marked an important milestone in the AI revolution journey. We are at a fundamental breaking point where enterprises are not only getting their feet wet but jumping into the deep end. With over 50 frameworks, pretrained models, and development tools, NVIDIA AI Enterprise, the software layer of the NVIDIA AI platform, is designed to accelerate enterprises to the leading edge��

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Nicola Sessions <![CDATA[Hands-on Lab: Digital Fingerprinting to Detect Cyber Threats]]> http://www.open-lab.net/blog/?p=60721 2023-02-23T18:34:17Z 2023-02-08T16:00:00Z Learn how to use an NVIDIA AI workflow to uniquely fingerprint users and machines across your network in a new, free NVIDIA LaunchPad hands-on lab.]]> Learn how to use an NVIDIA AI workflow to uniquely fingerprint users and machines across your network in a new, free NVIDIA LaunchPad hands-on lab.Graphic of fingerprint scanners.

Learn how to use an NVIDIA AI workflow to uniquely fingerprint users and machines across your network in a new, free NVIDIA LaunchPad hands-on lab.

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Michelle Horton <![CDATA[New Hands-on Lab: Intelligent Virtual Assistant]]> http://www.open-lab.net/blog/?p=60074 2023-06-12T07:58:15Z 2023-01-24T21:00:00Z Learn to build an engaging and intelligent virtual assistant with NVIDIA AI workflows powered by NVIDIA Riva in this free hands-on lab from NVIDIA LaunchPad,]]> Learn to build an engaging and intelligent virtual assistant with NVIDIA AI workflows powered by NVIDIA Riva in this free hands-on lab from NVIDIA LaunchPad,Illustration of a cell phone with a virtual assistant helping with a purchase.

Learn to build an engaging and intelligent virtual assistant with NVIDIA AI workflows powered by NVIDIA Riva in this free hands-on lab from NVIDIA LaunchPad��

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Amanda Saunders <![CDATA[Bringing Data Center Management Features to the Edge]]> http://www.open-lab.net/blog/?p=59884 2023-01-26T19:29:42Z 2023-01-23T18:00:00Z NVIDIA Fleet Command announced new features giving IT administrators more advanced controls and protection for edge environments. Unlike traditional data...]]> NVIDIA Fleet Command announced new features giving IT administrators more advanced controls and protection for edge environments. Unlike traditional data...Futuristic graphic of woman using a floating keyboard kiosk with multiple robotics screens displaying robotic arms, video surveillance, and a robotics vehicle.

NVIDIA Fleet Command announced new features giving IT administrators more advanced controls and protection for edge environments. Unlike traditional data centers with hundreds of servers in a single location, edge deployments have one or two servers in thousands of locations. Traditional IT management tools struggle to meet the needs of these distributed environments, especially when it comes��

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Michelle Horton <![CDATA[New Hands-on Lab: Build Session-Based Recommenders?]]> http://www.open-lab.net/blog/?p=59962 2024-11-22T20:08:32Z 2023-01-20T16:34:45Z Learn how to streamline building state-of-the-art session-based recommender pipelines with this free hands-on lab.]]> Learn how to streamline building state-of-the-art session-based recommender pipelines with this free hands-on lab.Graphic of people sitting at a cafe listening to music, reading news, and texting.

Learn how to streamline building state-of-the-art session-based recommender pipelines with this free hands-on lab.

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Don Johnson <![CDATA[Evaluating Hidden Costs When Building or Buying an Edge Management Platform]]> http://www.open-lab.net/blog/?p=58678 2023-06-12T08:21:03Z 2022-12-20T17:00:00Z Edge computing and edge AI are powering the digital transformation of business processes. But, as a growing field, there are still many questions about what...]]> Edge computing and edge AI are powering the digital transformation of business processes. But, as a growing field, there are still many questions about what...

Edge computing and edge AI are powering the digital transformation of business processes. But, as a growing field, there are still many questions about what exactly needs to be in an edge management platform. The benefits of edge computing include low latency for real-time responses, using local area networks for higher bandwidth, and storage at lower costs compared to cloud computing.

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Tim Lustig <![CDATA[Hands-on Access to VMware vSphere on NVIDIA BlueField DPUs with NVIDIA LaunchPad]]> http://www.open-lab.net/blog/?p=51428 2023-11-02T20:28:42Z 2022-12-06T17:00:29Z Two years ago, NVIDIA and VMware announced that they would reimagine and re-architect the data center. Hundreds of engineers dedicated across each company have...]]> Two years ago, NVIDIA and VMware announced that they would reimagine and re-architect the data center. Hundreds of engineers dedicated across each company have...

Two years ago, NVIDIA and VMware announced that they would reimagine and re-architect the data center. Hundreds of engineers dedicated across each company have worked closely to bring this joint solution to fruition. NVIDIA announces the availability of VMware vSphere on the NVIDIA BlueField DPU, providing the ideal solution for delivering a software-defined��

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Troy Estes <![CDATA[Breaking Data Silos by Integrating MLOps Platforms and Edge Solutions]]> http://www.open-lab.net/blog/?p=50310 2023-06-12T09:18:41Z 2022-07-13T16:00:00Z A new approach to data The convergence of AI and IoT has shifted the center of gravity for data away from the cloud and to the edge of the network. In retail...]]> A new approach to data The convergence of AI and IoT has shifted the center of gravity for data away from the cloud and to the edge of the network. In retail...

The convergence of AI and IoT has shifted the center of gravity for data away from the cloud and to the edge of the network. In retail stores, factories, fulfillment centers, and other distributed locations, thousands of sensors are collecting petabytes of data that power insights for innovative AI use cases. Because the most valuable insights are generated at the edge��

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Jason Black <![CDATA[Upcoming Webinar: Transform Your Vision AI Business with NVIDIA Jetson Orin and NVIDIA Launchpad]]> http://www.open-lab.net/blog/?p=50354 2023-08-18T19:44:50Z 2022-07-13T15:00:00Z Join this webinar and Metropolis meetup on July 20 and 21 to learn how NVIDIA Jetson Orin and NVIDIA Launchpad boost your go-to-market efforts for vision AI...]]> Join this webinar and Metropolis meetup on July 20 and 21 to learn how NVIDIA Jetson Orin and NVIDIA Launchpad boost your go-to-market efforts for vision AI...

Join this webinar and Metropolis meetup on July 20 and 21 to learn how NVIDIA Jetson Orin and NVIDIA Launchpad boost your go-to-market efforts for vision AI applications.

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Kevin Klues <![CDATA[Improving GPU Utilization in Kubernetes]]> http://www.open-lab.net/blog/?p=49216 2022-06-16T20:42:13Z 2022-06-16T20:42:09Z For scalable data center performance, NVIDIA GPUs have become a must-have.  NVIDIA GPU parallel processing capabilities, supported by thousands of...]]> For scalable data center performance, NVIDIA GPUs have become a must-have.  NVIDIA GPU parallel processing capabilities, supported by thousands of...

For scalable data center performance, NVIDIA GPUs have become a must-have. NVIDIA GPU parallel processing capabilities, supported by thousands of computing cores, are essential to accelerating a wide variety of applications across different industries. The most compute-intensive applications across diverse industries use GPUs today: Different applications across this spectrum can��

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Amanda Saunders <![CDATA[Steps to Getting Started with Edge AI]]> http://www.open-lab.net/blog/?p=46318 2023-06-12T21:33:11Z 2022-05-16T16:00:00Z The demand for edge computing is higher than ever, driven by the pandemic, the need for more efficient business processes, as well as key advances in the...]]> The demand for edge computing is higher than ever, driven by the pandemic, the need for more efficient business processes, as well as key advances in the...

The demand for edge computing is higher than ever, driven by the pandemic, the need for more efficient business processes, as well as key advances in the Internet of Things (IoT), 5G, and AI. In a study published by IBM in May 2021, 94% of surveyed executives said that their organizations will implement edge computing in the next 5 years. Edge AI, the combination of edge computing and AI��

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Justin Murray <![CDATA[Scaling AI for Financial Services with Full-Stack Solutions to Implementation Challenges]]> http://www.open-lab.net/blog/?p=46746 2023-12-05T19:00:54Z 2022-04-14T21:55:33Z AI adoption has grown rapidly over the past few years due to its ability to automate repetitive tasks and increase revenue opportunities. Yet many companies...]]> AI adoption has grown rapidly over the past few years due to its ability to automate repetitive tasks and increase revenue opportunities. Yet many companies...

AI adoption has grown rapidly over the past few years due to its ability to automate repetitive tasks and increase revenue opportunities. Yet many companies still struggle with how to meaningfully scale AI in financial services. Increased data needs and a lack of internal talent are a few issues. In this post, we provide a landscape overview of AI use cases and highlight some key scaling��

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Charlie Huang <![CDATA[Expanding Hybrid-Cloud Support in Virtualized Data Centers with New NVIDIA AI Enterprise Integrations]]> http://www.open-lab.net/blog/?p=45215 2023-02-13T18:46:27Z 2022-03-15T05:11:33Z The new year has been off to a great start with NVIDIA AI Enterprise 1.1 providing production support for container orchestration and Kubernetes cluster...]]> The new year has been off to a great start with NVIDIA AI Enterprise 1.1 providing production support for container orchestration and Kubernetes cluster...

The new year has been off to a great start with NVIDIA AI Enterprise 1.1 providing production support for container orchestration and Kubernetes cluster management using VMware vSphere with Tanzu 7.0 update 3c, delivering AI/ML workloads to every business in VMs, containers, or Kubernetes. New NVIDIA AI Enterprise labs for IT admins and MLOps are available on NVIDIA LaunchPad��

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Amanda Saunders <![CDATA[Managing Edge AI with the NVIDIA LaunchPad Free Trial]]> http://www.open-lab.net/blog/?p=44519 2023-06-12T21:04:19Z 2022-03-11T17:00:00Z With the growth of AI applications being deployed at the edge, IT organizations are looking at the best way to deploy and manage their edge computing systems...]]> With the growth of AI applications being deployed at the edge, IT organizations are looking at the best way to deploy and manage their edge computing systems...

With the growth of AI applications being deployed at the edge, IT organizations are looking at the best way to deploy and manage their edge computing systems and software. NVIDIA Fleet Command brings secure edge AI to enterprises of any size by transforming NVIDIA-Certified Systems into secure edge appliances and connecting them to the cloud in minutes. In the cloud, you can deploy and manage��

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Troy Estes <![CDATA[Validate Applications for Secure Edge Deployments with the Expanded NVIDIA Metropolis Partner Program]]> http://www.open-lab.net/blog/?p=44742 2023-06-12T21:03:07Z 2022-03-02T16:30:00Z Building production-ready AI applications is hard, especially when starting from scratch. That��s why NVIDIA created Metropolis, a suite of tools to help...]]> Building production-ready AI applications is hard, especially when starting from scratch. That��s why NVIDIA created Metropolis, a suite of tools to help...

Building production-ready AI applications is hard, especially when starting from scratch. That��s why NVIDIA created Metropolis, a suite of tools to help developers build and bring to market vision AI applications. Deploying these applications in production, especially outside of the data center, can be just as difficult. For many organizations, determining the best way to deploy an��

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Debraj Sinha <![CDATA[Developer Meetup: Learn How Metropolis Boosts Go-to-Market Efforts?]]> http://www.open-lab.net/blog/?p=43882 2023-02-13T18:19:14Z 2022-01-31T21:16:08Z The newly expanded NVIDIA Metropolis program offers you access to the world��s best development tools and services to reduce the time and cost of managing your...]]> The newly expanded NVIDIA Metropolis program offers you access to the world��s best development tools and services to reduce the time and cost of managing your...

The newly expanded NVIDIA Metropolis program offers you access to the world��s best development tools and services to reduce the time and cost of managing your vision-AI deployments. Join this developer meetup (dates and times below) with NVIDIA experts to learn five ways the NVIDIA Metropolis program will grow your vision AI business and enhance your go-to-market efforts?. In this meetup��

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