vector-index-bench/vibe

Benchmarks of approximate nearest neighbor libraries in Python

Framework for evaluating ANNS algorithms on billion scale datasets.

Framework for benchmarking vector search engines

Lightweight Nearest Neighbors with Flexible Backends

🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.

[NeurIPS'24] Approximate Nearest Neighbor search using reduced-rank regression, with extremely fast queries, tiny memory usage, and rapid indexing on modern vector embeddings.

A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.

Official repository of the kANNolo library.

A library for efficient similarity search and clustering of dense vectors.