Usearch

[2.7.1](https://github.com/unum-cloud/usearch/compare/v2.7.0...v2.7.1) (2023-10-17)


Docs

* Clean up `lib.rs` ([1f0dda0](https://github.com/unum-cloud/usearch/commit/1f0dda0f52fd832818298690706cc7a3a679c3a7))

Fix

* Early exit in multi-index lookups ([8bb0e39](https://github.com/unum-cloud/usearch/commit/8bb0e39db5b8bf1fa779260c3c860f84dfb9f59a)), closes [#274](https://github.com/unum-cloud/usearch/issues/274)

Make

* Missing dependencies for Debian ([890777d](https://github.com/unum-cloud/usearch/commit/890777dc3661fe8968556729349d4385e14f72be))

New APIs for JS, C, and Rust 🥳

This release focuses on accelerating math with new [SimSIMD](https://github.com/ashvardanian/simsimd) capabilities, exposing exact search, parallel index construction, and parallel search to more runtimes!

- C: `usearch_distance` to compute the distance between 2 vectors.
- C: `usearch_exact_search` to perform exact search over strided matrices.
- JS: `add`, `search`, `contains`, `count`, and `get` now support batches and can run in parallel!
- JS: `exactSearch` to perform exact search over continuous matrices.
- Rust: `export` is similar to `get` but less error-prone.

Special thanks to nairihar for his contributions on the JavaScript side, and to weedge for contributions in Rust 🤗

[2.6.1](https://github.com/unum-cloud/usearch/compare/v2.6.0...v2.6.1) (2023-10-13)


Docs

* Refreshed C++ QuickStart ([be50172](https://github.com/unum-cloud/usearch/commit/be501724db187954804f13f20e0a8a1aacf2a9f8)), closes [#273](https://github.com/unum-cloud/usearch/issues/273)

Make

* Publish to Anaconda ([9f96e9f](https://github.com/unum-cloud/usearch/commit/9f96e9f19f5c09cca74d4ff00838f5703154396c))

At the cost of using a bit more memory, I've made the exact search significantly faster.
LLM don't always need billion-scale vector search, but they often need to search through a small set of high-dimensional vectors.
I've added a benchmark you can run on your hardware to compare USearch against FAISS's exact search functionality.

sh
$ python python/scripts/bench_exact.py --ndim 256 --n 100_000 --q 10 --k 100

[2.5.1](https://github.com/unum-cloud/usearch/compare/v2.5.0...v2.5.1) (2023-09-20)


Build

* Fix csharp version update in release.yml ([1cc8d1b](https://github.com/unum-cloud/usearch/commit/1cc8d1b1ea5c0ed939c0ecbbab55e0417d9302a7))

Fix

* Adequate search radius ([4b207d9](https://github.com/unum-cloud/usearch/commit/4b207d983123dc8cf71e0101683bb9b4894d1c6d))

Improve

* Expose `metric_kind` API ([1d2e039](https://github.com/unum-cloud/usearch/commit/1d2e039b3fe100ed56f2231e71edd78a98f8dc31))
* Temporary memory for exact search ([13f9634](https://github.com/unum-cloud/usearch/commit/13f9634214ecbd78e6ba207b8fa5485cf4a82c43))
* Use `std::shared_mutex` only with C++17 ([4d0daab](https://github.com/unum-cloud/usearch/commit/4d0daabc956492aee9beb2b9fafa71a250797bd2))

Make

* Disable AVX512 and SVE on Apple chips ([720cfd2](https://github.com/unum-cloud/usearch/commit/720cfd2f4156b76ec87b737e0f6f9a0b0850ce26))
* Lighter builds with colored diagnostics ([87135d3](https://github.com/unum-cloud/usearch/commit/87135d37e96b2f1504ac223742a482bc8845ae20))




Hashes
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[2.5.0](https://github.com/unum-cloud/usearch/compare/v2.4.1...v2.5.0) (2023-09-18)


Add

* Second level Rust binding ([84c0f79](https://github.com/unum-cloud/usearch/commit/84c0f79112083143fa4b82784d27875d4784447e))

Improve

* Multi-lookup support in Rust ([5c7f009](https://github.com/unum-cloud/usearch/commit/5c7f009019b2873ca207bf69fb766ad887eab070))




Hashes
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