Ash Vardanian
Ash Vardanian
ParallelReductionsBenchmark
Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!
BenchmarkingTutorial
Google Benchmark tutorial for C/C++ developers diving into High-Performance Computing and Numerical Methods ⏱️
SimSIMD
Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, C, and Swift, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-...
StringZilla
Up to 10x faster strings for C, C++, Python, Rust, and Swift, leveraging SWAR and SIMD on Arm Neon and x86 AVX2 & AVX-512-capable chips to accelerate search, sort, edit distances, alignment scores, et...
usearch-images
Semantic Search demo featuring UForm, USearch, UCall, and StreamLit, to visual and retrieve from image datasets, similar to "CLIP Retrieval"
SwiftSemanticSearch
S3 stands for Swift Semantic Search - using USearch & UForm to builds scalable multimodal Retrieval-Augmented pipelines on Apple devices 🍏
usearch-molecules
Searching for structural similarities across billions of molecules in milliseconds
memchr_vs_stringzilla
memchr vs stringzilla - up to 7x throughput difference between two SIMD-accelerated substring search libraries in Rust
usearch-binary
Binary vector search example using Unum's USearch engine and pre-computed Wikipedia embeddings from Co:here and MixedBread