RTX Gated

Introduction

Hey everyone, my name is Jake Rains, and I'm the Creative Lead at Sterling. Thank you for watching our video and taking the time to learn more about the incredible things that you can do with NVIDIA RTX GPUs and how this technology can be amplified with Sterling’s expertise and services.

At Sterling, we believe that the magic truly happens when you combine the groundbreaking technology of NVIDIA with our innovative solutions. Our partnership with NVIDIA is built on a shared commitment to excellence and innovation, which is why Sterling was awarded NVIDIA's NVIDIA Partner Network (NPN) Public Sector Partner of the Year. This recognition underscores our dedication to pushing the boundaries of what’s possible and delivering unmatched value to our clients.

With NVIDIA RTX’s powerful GPUs and Sterling’s expertise, you can have AI everywhere you need to be—whether you’re in a state-of-the-art data center, out in the field, or anywhere in between. In this blog, I’ll walk you through the various demos we showcased, sharing some interesting insights and how everything ties together with Sterling and NVIDIA. Let's dive in!

Demo 1: Local RAG Chatbot - Secure Document Chat

The first demo we’ll discuss is the local RAG chatbot.

What is a RAG Chatbot?

In the advent of AI, the first major turning point was when OpenAI introduced ChatGPT, a platform capable of understanding and conversing with users naturally. However, these models only know what they’ve been trained on up until a certain point, and they lack specific knowledge about your company or unique data. That's where RAG (Retrieval Augmented Generation) comes in.

Retrieval Augmented Generation (RAG)

RAG enhances a model’s knowledge by allowing it to retrieve relevant information from a specified data set in real-time, making responses more accurate and contextually relevant. Imagine having an AI that not only understands general knowledge but also knows the specifics about your company’s data—this makes your interactions much more precise and useful.

Secure On-Device AI

The demo showcases a secure implementation where everything runs locally on an NVIDIA GPU, ensuring that your sensitive documents never leave your device. This approach addresses major security concerns, as there’s no need to send data to the cloud. Everything happens right on your computer, keeping your data safe and secure.

Setting Up the RAG Chatbot

We used NVIDIA’s AI Workbench platform to set this up, leveraging the power of the NVIDIA RTX 5000 ADA GPU. Here’s a more detailed explanation:

When you input a query, the system uses semantic search to find relevant information from your vector store, augments the initial prompt, and then generates a response grounded in your data. This ensures the answers are both accurate and contextually relevant.

Sterling can help scale this solution from a single user setup to a global enterprise, optimizing it for performance and security at every level. Whether you need a secure, efficient solution for a small team or a robust setup for thousands of users, we’ve got you covered.

Alternative Simplified Solution

If you want to easily try out a RAG chatbot without getting into the AI Workbench setup, you can download NVIDIA ChatRTX. This is a more simplified way to experience a RAG chatbot. It’s still local, still secure, and runs directly on your system, providing an excellent way to see the power of NVIDIA’s technology without the detailed setup.

Try it yourself!

If you'd like to try it for yourself, you'll first need to set up NVIDIA AI Workbench. You can find a quickstart guide here.

The project itself is available on GitHub: NVIDIA Workbench Example Hybrid RAG.

For a detailed tutorial, follow along here or use this NVIDIA guide.

Demo 2: Generative AI Content Creation

Generative AI, which includes tools like the previously mentioned ChatGPT and image creation models, has sparked a digital revolution. ChatGPT, in particular, has been a game-changer in the AI landscape. Its ability to understand and generate human-like text has transformed industries, revolutionized workflows, and opened up new possibilities for innovation. This groundbreaking technology has set the stage for more advanced applications like image creation and generative AI models.

What is Stable Diffusion?

Stable Diffusion is a popular open-source model created by Stability AI. It's designed for high-performance image generation, allowing users to create stunning visuals from simple text prompts. The power of Stable Diffusion lies in its ability to generate high-quality images that can be used in various creative projects, from marketing materials to digital art.

Leveraging Automatic 1111 and TensorRT

To set up Stable Diffusion, we used the open-source project Automatic 1111 from GitHub. This platform provides a user-friendly interface for managing and running Stable Diffusion models. The setup might sound complex, but with NVIDIA’s TensorRT technology, it becomes much more approachable. TensorRT optimizes the model to run efficiently on your specific system, taking advantage of the RTX, to dramatically speed up the process. You'll be amazed at how quickly and efficiently you can generate stunning visuals.

Sterling's Expertise

Sterling can assist in fine-tuning these models to suit your specific needs, whether it’s for rapid prototyping or high-quality content creation. We provide scalable solutions tailored to your requirements, enabling you to create professional-grade visuals in a fraction of the time. Imagine having the power to bring your ideas to life effortlessly—it’s all possible with the right tools and expertise.

Try it yourself!

If you'd like to try it for yourself, you can get started by visiting the Automatic1111 GitHub project.

For enhanced performance, follow these instructions for setting up TensorRT for Stable Diffusion and check out the NVIDIA TensorRT extension on GitHub.

Demo 3: Real-Time Video Editing

The real-time video editing demo highlights the power of NVIDIA RTX GPUs in handling high-resolution video streams seamlessly.

The Importance of Real-Time Editing

In the world of video production, the ability to edit videos in real-time is a game-changer. It allows creators to make adjustments on the fly, see immediate results, and maintain their creative flow without interruption. This level of efficiency is crucial for meeting tight deadlines and producing high-quality content.

Leveraging NVIDIA RTX for Video Editing

NVIDIA RTX GPUs provide the performance needed to handle high-resolution video streams effortlessly. Whether using Adobe Premiere Pro or Blackmagic Resolve, the optimized performance allows for an uninterrupted creative workflow. The power of the NVIDIA RTX 5000 Ada Generation GPU in our example ensures smooth playback, fast rendering, and real-time editing capabilities, making it an essential tool for video professionals.

Sterling's Expertise

Sterling ensures that your system is optimized to take full advantage of NVIDIA’s capabilities, allowing you to focus on creativity without technical interruptions. This means you can work faster, more efficiently, and produce higher-quality content without the usual technical bottlenecks. Our expertise in system optimization and performance tuning helps you get the most out of your NVIDIA RTX GPU, enhancing your video editing experience.

Demo 4: Digital Twin in NVIDIA Omniverse

Digital Twins are virtual replicas of physical entities, providing real-time simulations and interactions. This demo showcases the capabilities of NVIDIA Omniverse, enabling high-fidelity digital twin creation and manipulation.

What is a Digital Twin?

A Digital Twin is a virtual model designed to accurately reflect a physical object. By using real-time data and advanced simulations, Digital Twins can predict performance, monitor conditions, and optimize processes. This technology is transforming industries such as manufacturing, construction, and urban planning by providing detailed insights and enabling proactive decision-making.

Leveraging NVIDIA Omniverse

NVIDIA Omniverse is a powerful platform for creating and managing Digital Twins. It allows users to build and simulate complex virtual environments with high fidelity. Applications such as the Showroom demonstrate the range of capabilities Omniverse offers, from AI-assisted art creation with Canvas to creating digital avatars with Audio2Face. The platform’s versatility and power make it an essential tool for professionals looking to innovate and optimize their operations.

Sterling's Expertise

Sterling guides you from concept to implementation, helping you navigate the journey of creating Digital Twins for your operations. We ensure efficient and effective deployment, whether you’re looking to digitize a single process or transform an entire operation. Sterling has the expertise to help you achieve your goals, leveraging NVIDIA Omniverse to its full potential.

Try it yourself!

If you'd like to try it for yourself, you can download NVIDIA Omniverse here.

Closing

The integration of NVIDIA RTX GPUs with Sterling’s innovative solutions marks a significant advancement in technology. Our video and demos highlight the transformative power of these tools when tailored to specific needs.

We showcased the potential of NVIDIA's technology through secure document management with the RAG Chatbot, generative AI content creation with Stable Diffusion, real-time video editing, and advanced digital twin simulations with NVIDIA Omniverse™. Each demo underscored how these solutions can revolutionize workflows and drive innovation.

Sterling’s expertise ensures that you can unlock the full potential of AI and cutting-edge technology. Our partnership with NVIDIA enables us to deliver customized solutions that offer exceptional performance, security, and scalability. Whether optimizing workflows for a small business or transforming operations for a large enterprise, Sterling is your trusted partner in harnessing the power of AI.

The magic truly happens when you combine NVIDIA RTX GPUs with Sterling’s expertise. This synergy allows you to implement AI seamlessly across various applications, from data centers to remote field locations, enabling you to tackle demanding tasks with mobility and efficiency.

Thank you for joining us on this journey. Let’s continue to innovate and transform together with the capabilities of Sterling and NVIDIA.