sqlite-sparse (Python)
Python binding for sqlite-sparse, semantic search in one SQLite file with no model at query time.
import sqlite3, sqlite_sparse
db = sqlite3.connect("notes.db")
sqlite_sparse.load(db) # loads the sparse0 extension
sqlite_sparse.register(db, "mini") # downloads the model on first use
db.execute("CREATE VIRTUAL TABLE notes USING sparse0(model='mini')")
Also contains the pure-Python reference implementation of the file format
(SparseIndex) and the sidecar converter. Full documentation in the repository README.
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