AI
AI and machine learning on Linux — deploy LLMs, GPU setup, self-hosted AI tools, and intelligent automation for sysadmins and DevOps engineers.
LocalAI on Linux: Deploy an OpenAI-Compatible API Server with Local Models
Set up LocalAI on Linux as a drop-in OpenAI API replacement. Covers Docker and binary installation, GGUF models, GPU...
Ollama Python API: Build Linux Administration Tools with Local LLMs
Use the Ollama Python library to build practical sysadmin tools — log analyzers, config generators, incident...
Running Multiple Ollama Models: Memory Management and Optimization Guide
Configure Ollama to run multiple models simultaneously on Linux with proper VRAM partitioning, memory scheduling, model...
Kubernetes Ollama Deployment: Production GPU Scheduling and Scaling Guide
Deploy Ollama on Kubernetes with GPU scheduling via nvidia-device-plugin, Helm charts, PersistentVolumeClaims for model...
GPU Monitoring for AI Workloads on Linux: Tools, Dashboards, and Alerts
Deep dive into gpu monitoring linux ai tools: nvidia-smi, nvtop, gpustat, Prometheus exporters, and Grafana dashboards....
Ollama Behind Nginx: Reverse Proxy with Authentication, SSL, and Rate Limiting
Production guide to running Ollama behind Nginx with SSL termination, basic and API key authentication, per-IP rate...
AnythingLLM on Linux: Self-Hosted RAG with Ollama and Document Chat
Set up AnythingLLM on Linux with Docker or bare metal, connect Ollama for local inference, ingest documents for RAG,...
LibreChat on Linux: Complete Installation and Multi-Provider Configuration Guide
Deploy LibreChat on Linux with Docker Compose, connect Ollama, OpenAI, Anthropic, and Azure simultaneously, configure...
NVIDIA Container Toolkit on Linux: GPU Setup for Docker AI Workloads
Complete guide to installing the NVIDIA Container Toolkit on Ubuntu, Debian, Fedora, and RHEL. Configure Docker and...
n8n and Ollama: Build Self-Hosted AI Automation Workflows on Linux
Connect n8n workflow automation to local Ollama for private AI-powered workflows on Linux. Build an email summarizer,...