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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, etc 🦖SimSIMD
Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐ParallelReductionsBenchmark
Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!memchr_vs_stringzilla
memchr vs stringzilla - up to 7x throughput difference between two SIMD-accelerated substring search libraries in RustSwiftSemanticSearch
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 millisecondsusearch-images
Semantic Search demo featuring UForm, USearch, UCall, and StreamLit, to visual and retrieve from image datasets, similar to "CLIP Retrieval"BenchmarkingTutorial
Google Benchmark examples and tutorials for C/C++ developers diving into High-Performance Computing and Numerical Methods ⏱️usearch-binary
Binary vector search example using Unum's USearch engine and pre-computed Wikipedia embeddings from Co:here and MixedBreadabusing-vector-search
Example of using Vector Search algorithms for non-traditional workloads, like GIS, stock prices, and setsHashTableBenchmark
A simple cross-platform speed & memory-efficiency benchmark for the most common hash-table implementations in the C++ worldextrapolaTED
Bringing TED experiences to every topic with Gen AITenPack
Fastest Tensors Packaging library for image, video, and audio data designed for PyTorch, TensorFlow, & NumPy 🖼️🎵🎥 ➡️ 🧠acid-redis
Tiny Redis-like Persistent ACID Store on RocksDB with JSON-RPC using UCall and UStorePolyglotBot
Bot we've build for the Poe.com hackathon at the AGI house to gather results from multiple LLMs and trigger specialized models on-demandMongooseMiner
image-search
Semantic Image Search Server with UForm, USearch, UCallHaversineSimSIMD
Staging area for Haversine distance computations in SimSIMD and USearchAssemblyStats
A research project highlighting the rarity of SIMD instructions in modern softwareAppResources
Collection of resources for app developmentCppNeuralSTL
Simple neural network models from scratch using only C++ STLLove Open Source and this site? Check out how you can help us