Annoy (Approximate Nearest Neighbors)

Annoy (Approximate Nearest Neighbors Oh Yeah) is a C++ library with Python bindings designed for efficient similarity search in high-dimensional spaces. It's optimized for memory usage and can create large, read-only, file-based data structures that are memory-mapped, enabling multiple processes to share the same index. The library is actively maintained by Spotify with frequent minor releases.