Package genlayer.py.storage.vecdb

Warning

This is an internal module

class genlayer.py.storage.vecdb.VecDB

Data structure that supports storing and querying vector data

There are two entities that can act as a key:

1. vector (can have duplicates)

2. id (int alias, can’t have duplicates)

Warning

import numpy before from genlayer import * if you wish to use VecDB!

class genlayer.py.storage.vecdb.VecDBElement

__init__(db: VecDB[T, S, V], idx: u32, distance: Dist)

distance: Dist

Distance from search point to this element, if any

property id: Id

Id (unique key) of this element

property key: np.ndarray[tuple[S], np.dtype[T]]

Key (vector) of this element

remove() → None

Removes current element from the db

property value: V

Value of this element