Korvus

Korvus is an open-source RAG (Retrieval-Augmented Generation) pipeline that consolidates the entire RAG workflow - from embedding generation to text generation - into a single SQL query, significantly reducing architectural complexity and latency.

Korvus is an open-source Search SDK designed to streamline the Retrieval-Augmented Generation (RAG) pipeline by consolidating it into a single SQL query. Built on Postgres with support for Python, JavaScript, and Rust, Korvus integrates embedding generation, vector search, reranking, and text generation seamlessly within your database. This approach eliminates the need for external services, reducing latency and architectural complexity while enhancing performance and scalability. With multi-language SDKs and Postgres-native operations, Korvus offers a high-performance, customizable solution for developers seeking to simplify their search infrastructure. Its open-source nature and Docker compatibility further enhance accessibility and flexibility for diverse tech stacks.