The Excellence
Directory Platform Template

Vector index type based on Google's ScaNN algorithm combining tree-like structure with Asymmetric Hashing quantization, optimized for batch queries with 10x faster index generation and smaller memory footprint.

Google's first natively multimodal embedding model that maps text, images, video, audio and documents into a single embedding space. Supports over 100 languages with flexible output dimensions using Matryoshka Representation Learning.