Deploy LiteLLM Proxy with Docker Compose to create a unified, OpenAI-compatible API gateway for local Ollama instances. Configure load-balancing, automatic fallbacks, rate limiting, and virtual API keys.
Build visual multi-agent workflows and local RAG pipelines with Flowise and Ollama using Docker Compose. Complete guide with persistent PostgreSQL storage, node configurations, and production security.
Learn how to run Model Context Protocol (MCP) servers in Docker Compose and connect them to local Ollama AI models. Step-by-step guide with practical configurations, tool isolation, and security best practices.
Understand Kubernetes networking from the ground up. Learn how Services (ClusterIP, NodePort, LoadBalancer) provide stable Layer 4 routing and how Ingress controllers handle Layer 7 traffic, TLS termination, and path routing.
Master Kubernetes Deployments with this complete guide. Learn how Deployments, ReplicaSets, and Pods interact, how to configure zero-downtime rolling updates, manage rollbacks, and implement production best practices.
Learn how Docker networking works, from bridge and host networks to overlay and macvlan drivers. This comprehensive guide covers container communication, port publishing, DNS resolution, and production-ready networking patterns.
Deploy lightweight Kubernetes monitoring with VictoriaMetrics and Grafana on K3s. Complete guide reducing monitoring memory usage by 90% compared to standard Prometheus.
Automate Docker container updates safely with Watchtower and Discord webhook notifications. Complete guide covering cron schedules, selective label exclusions, and rolling restarts.
Automate K3s etcd snapshots and stream backups to S3 object storage for disaster recovery. Step-by-step tutorial covering cron scheduling, on-demand snapshots, and full cluster restore.
Build a multi-node K3s Kubernetes cluster by joining worker agent nodes with cluster tokens. Step-by-step tutorial covering networking, node labeling, and taints.
Deploy Longhorn on K3s for distributed, highly available persistent block storage. Step-by-step guide with iSCSI host preparation, Helm deployment, Traefik UI ingress, and automated S3 backups.
Running local AI models with Ollama has transformed private AI inference. In our earlier guide, we explored how to run Ollama with NVIDIA GPU acceleration in Docker Compose. However, as teams transition their homelabs and edge servers toward declarative Kubernetes…