Proxima
The index that beats the libraries
SIMD distance kernels in C++17: 1.8 times faster than hnswlib and 2.5 times faster than FAISS at 0.999 recall.
Everyone imports a vector search library. I wrote my own in C++ and made it win. It answers nearest neighbor queries 1.8 times faster than hnswlib and 2.5 times faster than FAISS, at 0.999 recall, on a single thread.
- C++17
- SIMD/AVX2
- pybind11
- CMake
- Python
- NumPy