Feature: Get labels and vectors from index about usearch

[ashvardanian]

🎉 This issue has been resolved in version 0.14.0 🎉

The release is available on GitHub release

Your semantic-release bot 📦🚀

[ashvardanian]

Consider done. I will add it in the next couple of days ;)

[ashvardanian]

@leoplusx I managed to implement those today and they are already available in the latest release. You can use index.labels property to get all labels, use index[x] to get one vector under the x label, and check if it's present with the simple in operator. More enhancements coming soon!

[leoplusx]

Actually, it doesn't seem to work. At least in Python:

Label values all seem to be 0.

Even though, when I run a search, it's clear that there actually are non-zero labels in the index.

Code example:

matches, distances, count  = iu.search(emb_np, k=10)
matches
> array([36517119, 38332614, 38332473, 38332625, 35783650, 38332484,
       36786081, 36927136, 38642553, 37563334])

iu[36517119]
> IndexError: Couldn't find key.

len(iu.labels)
> 3361000

len(set(iu.labels))
> 1

iu.labels[:10]
> array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0])

[ashvardanian]

Oh, wow. The new tests cover it, so it must have been solved, but not yet released. Will push the new release sooner.