sift1m

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skyzh / vector-db-from-scratch

Learn vector search with Rust and DataFusion; the C++/BusTub track is deprecated.

rust tutorial sql course database-systems product-quantization systems-programming apache-arrow hnsw vector-search datafusion vector-database approximate-nearest-neighbor ivfflat sift1m

Updated Sep 16, 2026
Rust

Mohammad-Azlan / HyperSearch

Star

High-performance ANN vector search engine in modern C++ implementing HNSW, IVF, PQ, SQ8, IVF-SQ, and IVF-PQ with SIFT1M benchmarking.

c-plus-plus machine-learning cpp retrieval simd avx2 ann approximate-nearest-neighbor-search product-quantization ml-infrastructure faiss hnsw ivf vector-search scalar-quantization sift1m

Updated Jun 12, 2026
C++

A comprehensive, multiprocessing-isolated benchmark for evaluating vector database performance and quality. Measures insertion speed, search latency (diverse, sequential, filtered, and bulk), recall accuracy, and memory usage across standard (ChromaDB, LanceDB, Qdrant, FAISS, USearch) and custom engine implementations.

benchmark python-benchmark semantic-search performance-evaluation similarity-search faiss hnsw vector-search vector-database qdrant chromadb lancedb sift1m

Updated Jul 9, 2026
Python

dadezz / HKM-HNSW-comparison

Star

Comparison of Hierarchical K-Means and HNSW for approximate nearest neighbor search on SIFT1M

benchmark approximate-nearest-neighbor-search hierarchical-clustering hnsw vector-search hkm sift1m

Updated Apr 28, 2026
Python

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