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BookmarkBrain

WIP — ~25% done. Database layer is solid, UI in progress.

AI-powered bookmark manager with semantic search. Save URLs, auto-extract content, search by meaning.

Status

  • Database layer (SQLite + sqlite-vec for vector search)
  • Backend API (FastAPI)
  • Bookmark ingestion + content extraction
  • Frontend UI
  • Browser extension integration

Stack

  • Python 3.11+, FastAPI, uvicorn
  • sentence-transformers (embeddings)
  • sqlite-vec (vector similarity search)
  • BeautifulSoup4 (content extraction)

Run

pip install -e .
uvicorn backend.main:app --reload

Structure

backend/    FastAPI app + API routes
data/       SQLite database
extension/  Browser extension (WIP)
scripts/    Utility scripts
tests/      Test suite
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