RAG
Minimum Viable Evals for Technical AI WorkflowsNew!!
A practical AI evals guide for testing prompts, RAG, coding assistants, config review, assertions, Ragas, promptfoo, and regression checks.
From Homelab Chatbot to a Private AI Operations PlatformNew!!
A beginner-friendly guide to turning a local AI chatbot into a practical private AI operations platform with document search, automations, local tools, coding agents, monitoring, backups, upgrades, governance, and a realistic beginner roadmap.
Build a Private RAG Box for Network DocsNew!!
A private RAG guide for network documentation, configs, diagrams, NetBox exports, runbooks, embeddings, vector search, citations, and evals.
Open WebUI Deep Dive: Users, Models, Documents, Prompts, and Safe Sharing
A noob-friendly tour of Open WebUI after installation: user accounts, model switching, documents, prompt shortcuts, admin settings, OpenAI-compatible endpoints, backups, updates, reverse proxy basics, and LAN/VPN security.
Local AI Models Explained: Gemma, Llama, Qwen, Nemotron, Phi, DeepSeek, and More
A noob-friendly guide to local AI model families, model size, VRAM, quantization, RAG, coding models, vision models, and how to choose what to run at home.
Local AI Is Finally Useful: What Should You Run First?
A practical local AI starter guide for Ollama, LM Studio, Open WebUI, embeddings, structured output, private notes, and first useful workflows.