Tag: rag

All the articles with the tag "rag".

• Building a Local AI Employee with OpenClaw, Gemma 4 & LLM Wiki in RPi

  2 Apr, 2026

  Building a local "Split-Brain" AI Employee (OpenClaw agent) that could read my research, organize my thoughts, and actually remember things (Persistent Knowledge Base LLM Wiki).

• The Distillation Protocol for The Resilient Knowledge Architecture

  30 Mar, 2026

  In an era of high volatility, a library of unread PDFs is a liability. You do not need more data; you need an active, executable knowledge base. This blueprint engineers the transition from a passive consumer to a definitive knowledge architect, balancing brutal efficiency with the necessary context for actual understanding.

• Databases vs. Vector Databases

  28 Mar, 2026

  Why Your Notes App Does not Think Like You Do? A Beginner’s Guide to Databases vs. Vector Databases.

• Leveling Up the Edge of Local SLM AI

  21 Mar, 2026

  Here is how I build a better cage for the brain we have, transforming a simple Raspberry Pi 4B into a Sovereign Edge Agent with SLM, RAG, GBNF, QLoRA, MCP...

• A Local-First, Self-Learning RAG AI on a RPi

  20 Mar, 2026

  This guide will walk you step-by-step through turning your Pi 4B into a dynamic AI knowledge base (RAG) that learns from your local folders and the web.

• The Vibe Coding Illusion - Why AI Frameworks Don't Replace Deep Tech Knowledge

  12 Mar, 2026

  Why study LLM architectures, RAG, or the Model Context Protocol (MCP) when the AI Agent framework and the vibe coding can do the heavy lifting?