Knowledge Base
3 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 for AI agent memory.
ai-agentknowledge-baseRAGmarkdownmemory
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 your machine.
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 a searchable graph.
knowledge-basebookmarkslocal-aiknowledge-graphcomprehensive
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