Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
FlashRankgithub.comFlashRank is a lightweight Python library that adds reranking to search and retrieval pipelines using state-of-the-art LLMs and cross encoders. It supports both pairwise and listwise rerankers, with models ranging from a 4MB nano version to larger ones for better performance.
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