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Retrieval Augmented Generation (RAG) in Open-WebUI

Retrieval Augmented Generation (RAG) in Open-WebUI

Retrieval-Augmented Generation Welcome to this tutorial on Retrieval Augmented Generation (RAG).If you're wondering what RAG is, why this technique can be so useful and how to configure it in your Open-WebUI, you've come to the right place. What exactly is RAG and how does it work? Retrieval Augmented Generation (RAG) is one of the most important techniques in recent years for making large language models (LLMs) significantly more reliable without the need to constantly retrain or fine-tune...

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What are managed services and when are they worthwhile?

What are managed services and when are they worthwhile?

What exactly are managed services? Managed services are IT services that a company outsources to an external provider on a permanent or temporary basis. The aim is to avoid having to provide the necessary personnel and technical resources itself. This is intended to...

Creating persistent volumes in Kubernetes

Creating persistent volumes in Kubernetes

You want to create a persistent volume in Kubernetes? Here you can find out how this works with Openstack Cinder in NWS Managed Kubernetes. Pods and containers are by definition more or less volatile components in a Kubernetes cluster and are created and destroyed as...

First steps with Kubernetes

First steps with Kubernetes

Do you have a brand new Kubernetes cluster and want to get started? But regardless of whether you're running a local minikube or a managed Kubernetes with all the bells and whistles, the first Kubernetes objects in the super simple YAML format will make almost...

Managed Kubernetes vs. on-premises

Managed Kubernetes vs. on-premises

Managed Kubernetes vs. Kubernetes on-premises - should I use a managed Kubernetes offering or is it better to run Kubernetes myself? For some, of course, this question does not even arise, as it is strategically dictated by the company or their own operations. For...