Red Hat OpenShift AI
Red Hat OpenShift AI is a platform for managing the lifecycle of predictive and generative AI (gen AI) models, at scale, across hybrid cloud environments. Built using open source technologies, OpenShift AI provides trusted, operationally consistent capabilities for teams to experiment, serve models, and deliver innovative applications. OpenShift AI enables data acquisition and preparation, model training and fine-tuning, model serving and model monitoring, and hardware acceleration.
Deploy ROSA + Nvidia GPU + RHOAI with Automation
Getting Red Hat OpenShift AI up and running with NVIDIA GPUs on a Red Hat OpenShift Service on AWS (ROSA) cluster can involve a series of detailed steps, from…
Building LLM Cost and Performance Dashboard with Red Hat OpenShift AI on ROSA and Amazon Bedrock
1. Introduction As the LLM’s usage increases in the enterprise, not many realize that every LLM API call has two hidden costs: time and money. So while…
Creating Agentic AI to deploy ARO cluster using Terraform with Red Hat OpenShift AI on ROSA and Amazon Bedrock
1. Introduction Agentic AI can be defined as systems that are capable of interpreting natural language instructions, in this case users’ prompts, making…
Creating RAG Chatbot using TinyLlama and LangChain with Red Hat OpenShift AI on ARO
1. Introduction Retrieval-Augmented Generationexternal link (opens in new tab) (RAG) is a technique to enhance Large Language Models (LLMs) to retrieve relevant…
Creating Images using Stable Diffusion on Red Hat OpenShift AI on ROSA cluster with GPU enabled
1. Introduction Stable Diffusionexternal link (opens in new tab) is an AI model to generate images from text description. It uses a diffusion process to…
Running and Deploying LLMs using Red Hat OpenShift AI on ROSA cluster and Storing the Model in Amazon S3 Bucket
1. Introduction Large Language Models (LLMs)external link (opens in new tab) are a specific type of generative AI focused on processing and generating human…
Running and Deploying LLMs using Red Hat OpenShift AI on ROSA cluster and Storing the Model in Amazon S3 Bucket
1. Introduction Large Language Models (LLMs)external link (opens in new tab) are a specific type of generative AI focused on processing and generating human…
