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ideas/ai-knowledge/rag-hub.md

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+# 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.