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Resources
Tutorials and Guides
from the Cloud
Tutorials
- AI
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Building a Self-Hosted RAG System with Open-Source Tools
Discover how to create a self-hosted RAG system using open-source tools for reliable, up-to-date access to private data.
- Databases
- Kubernetes
- Object Storage
Deploying an Open-Source Data Platform on UpCloud
Managing data at scale is now baseline. Teams must reliably ingest, store, transform, process, and serve data across many sources and consumers. A modern data […]
- Integrations
- Object Storage
- Terraform
OpenTofu on UpCloud, Hands-on Tutorial
Use this tutorial if you’re ready to build. You’ll provision an UpCloud VM with the OpenTofu UpCloud provider, configure remote state on an S3-compatible bucket […]
- Integrations
- Kubernetes
- Monitoring
Deploying Jaeger on UpCloud Managed Kubernetes with OpenTelemetry!
If you’ve already explored our earlier guide, Understanding Distributed Tracing and Why Jaeger Matters, you know how tracing helps connect the dots between microservices, latency, and performance […]
- Kubernetes
- Monitoring
- Object Storage
Extending OpenTelemetry on UpCloud with Thanos for Scalable Metrics Storage
In our earlier guide, What is OpenTelemetry? Understanding the Standard for Cloud-Native Observability, we explained how OpenTelemetry standardizes the collection of metrics, traces, and logs […]
- Integrations
- Kubernetes
- Monitoring
How to Deploy OpenTelemetry on UpCloud Managed Kubernetes
OpenTelemetry gives you a unified, open-source framework for collecting metrics, traces, and logs across your cloud-native infrastructure. In this tutorial, you’ll learn how to deploy […]
- Integrations
- Monitoring
Monitoring on UpCloud with Prometheus: Part 5
So far in this series, you’ve built a complete observability foundation on UpCloud. You’ve set up Prometheus and Grafana to monitor infrastructure-level metrics from Kubernetes […]
- Integrations
- Monitoring
Monitoring on UpCloud with Prometheus: Part 4
After setting up the foundation with infrastructure-level monitoring in earlier parts of this series (tracking Kubernetes workloads, VM metrics, and visualizing them in Grafana), you […]
- Integrations
- Monitoring
Monitoring on UpCloud with Prometheus: Part 3
In the first two parts of this series, we walked through setting up Prometheus on an UpCloud-managed Kubernetes cluster and began collecting metrics from both […]