Ash Vardanian

Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!

ashvardanian

Google Benchmark tutorial for C/C++ developers diving into High-Performance Computing and Numerical Methods ⏱️

ashvardanian

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-...

ashvardanian

Up to 10x faster strings for C, C++, Python, Rust, and Swift, leveraging NEON, AVX2, AVX-512, and SWAR to accelerate search, sort, edit distances, alignment scores, etc 🦖

ashvardanian

Semantic Search demo featuring UForm, USearch, UCall, and StreamLit, to visual and retrieve from image datasets, similar to "CLIP Retrieval"

ashvardanian

Real-time on-device text-to-image and image-to-image Semantic Search with video stream capture using USearch & UForm AI Swift SDKs for Apple devices 🍏

ashvardanian

Searching for structural similarities across billions of molecules in milliseconds

ashvardanian

memchr vs stringzilla - up to 7x throughput difference between two SIMD-accelerated substring search libraries in Rust

ashvardanian

Binary vector search example using Unum's USearch engine and pre-computed Wikipedia embeddings from Co:here and MixedBread

ashvardanian