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Bring meaning to grep: this guide adds private, offline semantic search to Linux using a single-file Python CLI and SQLite. It indexes notes/code into 20-line chunks, creates fastembed vectors, and answers fuzzy queries with cosine similarity and TSV results you can pipe to fzf/$EDITOR. Includes distro-specific installs, indexing/query usage, cron updates, multiple DBs, model swaps, and scaling tips.