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In the ATC
Level up your skills with on-demand learning labs that focus on the latest tech advancement.
AI Gateway - LiteLLM Walkthrough Lab
This lab provides hands-on experience with LiteLLM, an open-source AI gateway that centralizes and manages access to Large Language Models (LLMs). Throughout the five modules, you'll learn how to set up and use LiteLLM to control, monitor, and optimize your AI model interactions.
Foundations Lab
15 launches
Defensive AI: Fixing Vulnerabilities with AI-Powered Agents
Brews and Bytes coffee shop faces a digital dilemma: a vulnerable web server. Engage in an interactive lab where AI agents, guided by human insight, tackle security flaws. Discover how AI can revolutionize cybersecurity, transforming vulnerabilities into opportunities for innovation and defense. Can AI be your next cybersecurity ally?
Foundations Lab
5 launches
F5 AI Gateway (GPU Accelerated)
This lab will provide access to an Openshift cluster running the F5 AI Gateway solution. We will walk through how the F5 AI Gateway routes requests to different models by either allowing them to pass through or, more importantly, securing them via prompt injection checking. We have also added a couple of other tests that will allow for language detection of that input that the F5 AI Gateway can also detect.
Advanced Configuration Lab
7 launches
F5 AI Gateway
This lab will provide access to an Openshift cluster running the F5 AI Gateway solution. We will walk through how the F5 AI Gateway routes requests to different models by either allowing them to pass through or, more importantly, securing them via prompt injection checking. We have also added a couple of other tests that will allow for language detection of that input that the F5 AI Gateway can also detect.
Advanced Configuration Lab
44 launches
Retrieval Augmented Generation (RAG) - Programatic Lab
In this lab, we'll be focusing on the programatic steps of Retrieval Augmented Generation (RAG). First, we'll discuss data chunking, how we break down our documents. Then, we'll explore how these chunks become embeddings, numerical representations. Finally, we'll see how a vector database helps us efficiently retrieve this information.
Foundations Lab
8 launches
Deploying and Securing Multi-Cloud and Edge Generative AI Workloads with F5 Distributed Cloud
In the current AI market, the demand for scalable and secure deployments is increasing. Public cloud providers (AWS, Google, and Microsoft) are competing to provide GenAI infrastructure, driving the need for multi-cloud and hybrid cloud deployments.
However, distributed deployments come with challenges, including:
Complexity in managing multi-cloud environments.
Lack of unified visibility across clouds.
Inconsistent security and policy enforcement.
F5 Distributed Cloud provides a solution by offering a seamless, secure, and portable environment for GenAI workloads across clouds. This lab will guide you through setting up and securing GenAI applications with F5 Distributed Cloud on AWS EKS and GCP GKE.
Advanced Configuration Lab
11 launches
NVIDIA Blueprint: PDF Ingestion
NVIDIA Blueprints: PDF Ingestion, also known as NVIDIA-Ingest, or NV-Ingest, this blueprint is a scalable, performance-oriented document content and metadata extraction microservice. Including support for parsing PDFs, Word and PowerPoint documents, it uses specialized NVIDIA NIM microservices to find, contextualize, and extract text, tables, charts and images for use in downstream generative applications.
Sandbox Lab
88 launches
HPE Private Cloud AI - Guided Walkthrough
This lab is intended to give you an overview of HPE Private Cloud AI, HPE's turnkey solution for on-prem AI workloads. HPE has paired with NVIDIA's AI Enterprise software giving customers a scalable on-prem solution that can handle multiple different AI workloads from Inference, RAG, model fine-tuning, and model training.
Foundations Lab
47 launches