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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’s new in Grafana 12?

What’s new in Grafana 12?

Last week, the annual GrafanaCON took place in the USA in Seattle (Washington). Fans and users of the LGTM stack (Loki, Grafana, Tempo, Mimir) know what that means: a new Grafana release! Consequently, there is only one topic today: What's new in Grafana 12? As a user...

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...

Logging with Loki and Grafana in Kubernetes

Logging with Loki and Grafana in Kubernetes

You already know the most important building blocks for starting your application from our tutorial series. Are you still missing metrics and logs for your applications? After this tutorial, you can check off the latter. Logging with Loki and Grafana in Kubernetes -...

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...