• cosine indices (exact + approximate) • drop-in for scikit-learn (metric= cosine ) • Incredibly fast approximate IndexBinaryMultiHash with high recall (beats Faiss in some contexts) pip install -U pynearhttps://github.com/pablocael/pynear