SIMD-accelerated MaxSim (ColBERT/ColPali), cosine similarity, diversity (MMR/DPP), token alignment/highlighting for vector search and RAG. Supports text and multimodal late interaction.

OptiVision RAG: extreme token compression for vision-language document retrieval (npx launcher for the Python CLI)

Pixel-native visual RAG, ported to Rust on the ruvector ANN substrate — screenshot/document retrieval over visual embeddings (a Rust port of PixelRAG) with a metaharness benchmark CLI.

Late-interaction visual document retrieval. Coming soon.