NVIDIA
Nemotron and Agentic Local AI
A practical guide to NVIDIA Nemotron models and agentic local AI: what a homelab can run, what needs bigger GPUs, and how to keep tools bounded and logged.
Adding RAG: Chat with Documents Locally
A beginner-friendly guide to local document chat, embeddings, vector databases, Open WebUI knowledge bases, privacy, and common RAG mistakes.
Home AI Hardware Levels: A Beginner's Guide to the PC You Need
A plain-English guide to choosing hardware for a home AI setup, from using an old PC to building a serious GPU workstation.
Run Google Gemma Locally with Ollama, Open WebUI, and Codex CLI
Run Google Gemma locally with Ollama and Open WebUI, then connect Codex CLI for private coding workflows. Includes Docker setup, GPU sizing, Tdarr notes, and security guidance.
NVIDIA vs Intel Arc for Ollama and Local AI Workloads
Check exact NVIDIA and Intel Arc support, memory fit, drivers, and GPU placement before buying hardware for Ollama, llama.cpp, or LM Studio.
Quick Sync vs NVIDIA vs Intel Arc for Plex and Jellyfin Transcoding
Choose Quick Sync, NVIDIA, or Intel Arc from current codec support, driver and container fit, tone mapping, power, and measured concurrent demand.
Plex + Tdarr GPU Strategy: Sharing NVIDIA GPUs Without Hurting Playback
How to share an NVIDIA GPU between Plex and Tdarr without hurting live playback, including worker limits, scheduling, driver checks, and testing.