Korvus is a search SDK built on Postgres, unifying the entire RAG (Retrieval Augmented Generation) process into a single database query. It offers high-performance, customizable search capabilities while minimizing infrastructure concerns. Korvus leverages PostgresML's pgml and pgvector extensions, compressing the RAG workflow within Postgres itself. It supports multi-language SDKs, including Python, JavaScript, Rust, and C, allowing developers to seamlessly integrate into existing technology stacks.