Accuracy, Correctness, new Python & JavaScript APIs#606
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ashvardanian merged 24 commits intomainfrom May 30, 2025
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Crash if there is an error in batch addition.
Example:
```
const usearch = require('usearch');
const index = new usearch.Index({ metric: 'l2sq', connectivity: 16, dimensions: 3 });
index.add(42n, new Float32Array([0.2, 0.6, 0.4]));
index.add(
[41n, 42n, 43n],
[[0.1, 0.6, 0.4], [0.2, 0.6, 0.4], [0.3, 0.6, 0.4]]
)
```
`42n` is duplicated, which causes an error, but then it crash.
It seems that it is not better to throw an exception during the process,
so we changed it to throw it after it is completed.
Co-authored-by: Ash Vardanian <1983160+ashvardanian@users.noreply.github.com>
Fixes a correctness bug caused by a wrong memory override. This PR adds a 3rd contant-capacity priority queue specifically for refinements. This positively affects the accuracy at a negligible memory cost. --------- Co-authored-by: Ash Vardanian <1983160+ashvardanian@users.noreply.github.com>
ashvardanian
changed the title
Errors can be set only from the main thread, so before spawning workers we need temporary space to keep the message.
abetomo
reviewed
May 15, 2025
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Contributor
There was a problem hiding this comment.
Since the validation of threads is the same, it would be better to make it a method.
I will refactor it if you like.
abetomo
approved these changes
May 15, 2025
3 tasks
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This is a very warm release 🤗
It doesn't break anything, doesn't change too much, but will be beneficial to all users - big or small - from indie devs to larger orgs (AFAIK every major AI lab now uses USearch), and is mostly driven by the community, not by me. So thanks to everyone!
Index.restorein Python 👏Float16and visionOS 👏