# RAG Knowledge Hub

## Problem
Technical knowledge about personal infrastructure is scattered across config files, chat history, and stale documentation.

## Instructions
1. **Data Collection:** Crawl your `/etc/`, `/opt/`, and project directories for configuration files (`.yaml`, `.conf`, `.md`).
2. **Embedding:** Use an embedding pipeline to vectorize this knowledge.
3. **Retrieval:** Set up a web interface or terminal bot that allows querying your "Second Brain".
4. **Sync Mechanism:** Create a task that updates the vector database whenever a config file is modified (using `inotify` or `git hooks`).

## Goal
Create an infrastructure-aware assistant that knows your setup intimately.