Bug:

[ebursztein]

Describe the bug

usearch exact search do not report the keys properly even in the latest version: 2.5.1

Steps to reproduce

test code:

from usearch.index import search, MetricKind, Matches, BatchMatches
import numpy as np

# Generate 10'000 random vectors with 1024 dimensions
vectors = np.random.rand(1000, 64).astype(np.float32)

one_in_many: Matches = search(vectors, vectors[100], 1, MetricKind.Cos, exact=True)
print(one_in_many[0])

print:

Match(key=0, distance=0.0)

Expected behavior

The expected behavior is like the approximate one - we want

Match(key=100, distance=0.0)

USearch version

v2.5.1

Operating System

OSX

Hardware architecture

Arm

Which interface are you using?

Python bindings

Contact Details

happy to reply to comment or send me an email

Is there an existing issue for this?

• [X] I have searched the existing issues

Code of Conduct

• [X] I agree to follow this project's Code of Conduct

[ashvardanian]

:tada: This issue has been resolved in version 2.6.0 :tada:

The release is available on GitHub release

Your semantic-release bot :package::rocket: