Pipeline

Workspace RAG Pipeline

Search your own notes, on your machine

Clone the repo, point it at a folder of Markdown or text, and search by meaning and by exact words. Embeddings stay in Ollama. The index is a SQLite file. No account.

Run it

pip install -r requirements-local.txt
ollama pull nomic-embed-text
python external/cli.py index --root ~/Documents/my-notes
python external/cli.py search "onboarding checklist" --root ~/Documents/my-notes
Pipeline Active
  • Python
  • Ollama
  • SQLite
  • FTS5

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