Swiftrank

Swiftrank is a reimagining of FlashRank optimized for CPU-only deployments. It provides a CLI, FastAPI server, and Python SDK for reranking flows, supports schema-driven JSON/YAML processing, multiple lightweight cross-encoder models, and is built for low-latency retrieval pipelines.