claw-ideas/ideas/ai-knowledge/rag-hub.md

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.