Vicinity

What's Changed
* Refactor README and Vicinity class to support any serializable item type by davidberenstein1957 in https://github.com/MinishLab/vicinity/pull/56
* docs: Added discord badge by Pringled in https://github.com/MinishLab/vicinity/pull/60
* feat: Add hub integration by davidberenstein1957 in https://github.com/MinishLab/vicinity/pull/58
* feat: Fixed mypy issues, updated test vicinity hub repo by Pringled in https://github.com/MinishLab/vicinity/pull/61
* Bump version by Pringled in https://github.com/MinishLab/vicinity/pull/62


**Full Changelog**: https://github.com/MinishLab/vicinity/compare/v0.4.0...v0.4.1

What's Changed
* feat: Added scores to query threshold by Pringled in https://github.com/MinishLab/vicinity/pull/54
* Bump version by Pringled in https://github.com/MinishLab/vicinity/pull/55


**Full Changelog**: https://github.com/MinishLab/vicinity/compare/v0.3.4...v0.4.0

BREAKING CHANGES:
This release has a breaking change in the [query_threshold](https://github.com/MinishLab/vicinity/blob/main/vicinity/vicinity.py#L139) function. This function now returns a [QueryResult](https://github.com/MinishLab/vicinity/blob/main/vicinity/datatypes.py#L13) consisting of items and scores, similar to the query function.

What's Changed
* fix: issue with k > length in various backends by stephantul in https://github.com/MinishLab/vicinity/pull/52
* Bumped version by Pringled in https://github.com/MinishLab/vicinity/pull/53


**Full Changelog**: https://github.com/MinishLab/vicinity/compare/v0.3.3...v0.3.4

What's Changed
* fix: bug in insert and delete by stephantul in https://github.com/MinishLab/vicinity/pull/49
* docs: Update readme by Pringled in https://github.com/MinishLab/vicinity/pull/50
* Bump version by Pringled in https://github.com/MinishLab/vicinity/pull/51


**Full Changelog**: https://github.com/MinishLab/vicinity/compare/v0.3.2...v0.3.3

What's Changed
* docs: Add logo by Pringled in https://github.com/MinishLab/vicinity/pull/38
* fix readability code snippet by davidberenstein1957 in https://github.com/MinishLab/vicinity/pull/39
* Voyager Backend by sky-2002 in https://github.com/MinishLab/vicinity/pull/41
* clean: imports by stephantul in https://github.com/MinishLab/vicinity/pull/43
* feat: clean-up annoy metrics by stephantul in https://github.com/MinishLab/vicinity/pull/42
* feat: make Metric the basic unit for metrics, not str by stephantul in https://github.com/MinishLab/vicinity/pull/44
* docs: Updated backend docs by Pringled in https://github.com/MinishLab/vicinity/pull/45
* feat: add vector store and integer indexing by stephantul in https://github.com/MinishLab/vicinity/pull/46
* Bump version by Pringled in https://github.com/MinishLab/vicinity/pull/48

New Contributors
* davidberenstein1957 made their first contribution in https://github.com/MinishLab/vicinity/pull/39
* sky-2002 made their first contribution in https://github.com/MinishLab/vicinity/pull/41

**Full Changelog**: https://github.com/MinishLab/vicinity/compare/v0.3.1...v0.3.2

What's Changed
* fix: Fixed metric bug by Pringled in https://github.com/MinishLab/vicinity/pull/36
* Bump version by Pringled in https://github.com/MinishLab/vicinity/pull/37


**Full Changelog**: https://github.com/MinishLab/vicinity/compare/v0.3.0...v0.3.1