Korvus is an all-in-one RAG (Retrieval-Augmented Generation) pipeline built for Postgres. It combines LLMs, vector memory, embedding generation, reranking, summarization, and custom models into a single query to maximize performance and simplify search architecture. The SDK provides bindings for Python, JavaScript, and Rust, allowing developers to integrate RAG capabilities directly into their applications using SQL-style queries.