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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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CoreDNS and Kubernetes: an overview

CoreDNS and Kubernetes: an overview

CoreDNS is one of the unsung heroes of Kubernetes. It can be found in almost every Kubernetes setup and performs its tasks reliably and unnoticed. It can also be found in NETWAYS Managed Kubernetes®.That's why I was recently surprised to suddenly have to interact with...

Kubernetes Gateway API explained

Kubernetes Gateway API explained

If you run applications, you usually want to interact with them. This basic statement is almost always true: whether it's a web store, database or cloud storage, you have to access the services via a network somehow. Very few applications run in a network vacuum. In...