kapynAI / Models

SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems

SilverTorch unifies retrieval for recommendation systems under a single architecture. The system achieves up to 23.7x higher throughput and 20.9x compute cost efficiency over state-of-the-art solutions, while also improving accuracy. This novel approach treats the index itself as a model, potentially advancing how recommendation engines are built and operated.

Meta Engineering·May 26, 2026

Opening Kapyn…