Korvus is a powerful search SDK that simplifies the RAG pipeline by combining various operations into a single Postgres query. Supporting Python, JavaScript, and Rust, Korvus boosts performance and scalability while minimizing infrastructure concerns. Standout features include efficient SQL queries, high performance, and simplified architecture. Utilizing Postgres’ native capabilities eliminates the need for external services, reducing complexity and latency. The system architecture compresses the entire RAG pipeline in Postgres, enabling a seamless integration. Accessible documentation and community support make Korvus an open-source solution worth exploring. Surprisingly, the core operations are based on optimized SQL queries, offering transparency, customizability, and enhanced performance.
https://github.com/postgresml/korvus