From 4a52a71956a8d46fcb7294ac71734504bb09bcc2 Mon Sep 17 00:00:00 2001 From: S. Solomon Darnell Date: Fri, 28 Mar 2025 21:52:21 -0500 Subject: two version of R2R are here --- .../site-packages/pgvector/peewee/vector.py | 34 ++++++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100644 .venv/lib/python3.12/site-packages/pgvector/peewee/vector.py (limited to '.venv/lib/python3.12/site-packages/pgvector/peewee/vector.py') diff --git a/.venv/lib/python3.12/site-packages/pgvector/peewee/vector.py b/.venv/lib/python3.12/site-packages/pgvector/peewee/vector.py new file mode 100644 index 00000000..22a87e53 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/pgvector/peewee/vector.py @@ -0,0 +1,34 @@ +from peewee import Expression, Field +from ..utils import Vector + + +class VectorField(Field): + field_type = 'vector' + + def __init__(self, dimensions=None, *args, **kwargs): + self.dimensions = dimensions + super(VectorField, self).__init__(*args, **kwargs) + + def get_modifiers(self): + return self.dimensions and [self.dimensions] or None + + def db_value(self, value): + return Vector._to_db(value) + + def python_value(self, value): + return Vector._from_db(value) + + def _distance(self, op, vector): + return Expression(lhs=self, op=op, rhs=self.to_value(vector)) + + def l2_distance(self, vector): + return self._distance('<->', vector) + + def max_inner_product(self, vector): + return self._distance('<#>', vector) + + def cosine_distance(self, vector): + return self._distance('<=>', vector) + + def l1_distance(self, vector): + return self._distance('<+>', vector) -- cgit v1.2.3