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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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Grafana Alerting with Telegram

Grafana Alerting with Telegram

Monitoring is a crucial component for many systems and indispensable for maintaining a good system status. Especially for critical systems, it is important to be informed about potential problems in a timely and efficient manner. Notifications about the status of your...

Managed Prometheus is Live!

Managed Prometheus is Live!

Last Thursday we launched the latest addition to our managed services - Prometheus. As a leading open source monitoring solution, it offers a whole range of exciting features. Let's take a look at what Prometheus is, how it can help you monitor your IT infrastructure,...

Kubernetes alerting with Prometheus

Kubernetes alerting with Prometheus

In a previous tutorial , Sebastian explained how you can monitor your Kubernetes cluster with the Prometheus Operator. This article builds on this and shows how you can set up notifications by email and as push notifications with the Alertmanager. Installing the...

Monitoring Kubernetes with Prometheus

Monitoring Kubernetes with Prometheus

Monitoring - a certain love-hate relationship for many. Some like it, others demonize it. I'm one of those who usually demonize it, but then complain if you can't see certain metrics and information. Regardless of personal preferences on this topic, the consensus is...