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Stop grepping and start finding meaning: this guide shows how to build a private, fast semantic search on Linux—no cloud or API keys—using SentenceTransformers and FAISS, queried from Bash like grep with file:line snippets. It covers distro installs, Python index/search scripts, real-world uses, tuning tips, optional scaling to Qdrant, and editor integration.