Knowledge Base

4 articles about knowledge base.

Built 4 Knowledge Bases and 3 Rotted - Why Flat Markdown Beats RAG

·2 min read

Flat markdown files with pointers beat comprehensive RAG knowledge bases. After building 4 knowledge bases and watching 3 rot, here is what actually works

ai-agentknowledge-baseRAGmarkdownmemory

Use Claude to Build Your Internal Knowledge Base

·2 min read

How to use Claude and AI agents to build, organize, and maintain an internal knowledge base that stays up to date.

knowledge-baseclaudedocumentationautomationproductivity

Building a macOS Tray App with Ollama as Your Knowledge Base

·2 min read

How to build a macOS menu bar app that uses Ollama for a personal AI knowledge base - global shortcut UX, local model inference, and keeping everything on

macosollamatray-appmenu-barknowledge-baselocal-ai

Local AI Knowledge Bases Should Go Beyond Bookmarks

·2 min read

Bookmarks are one data source. A comprehensive local knowledge base indexes your contacts, email patterns, file usage, app habits, and workflow traces into

knowledge-basebookmarkslocal-aiknowledge-graphcomprehensive

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