# FlashRank

> Ultra-lite cross-encoder reranking for RAG

- Category: [RAG & Memory](https://ailandscape.org/category/rag-memory) › Retrieval & Reranking
- Homepage: https://github.com/PrithivirajDamodaran/FlashRank
- Repository: https://github.com/PrithivirajDamodaran/FlashRank
- Tags: rag, reranking, oss
- Added to the landscape: 2026-03-18

## Similar tools in Retrieval & Reranking

- [BGE Reranker](https://ailandscape.org/tool/bge-reranker): BAAI's high-performance multilingual reranker
- [Cohere Rerank 3](https://ailandscape.org/tool/cohere-rerank-3): State-of-the-art reranking model for RAG relevance
- [ColBERT](https://ailandscape.org/tool/colbert): Late interaction retrieval model with token-level embeddings
- [Jina Reranker](https://ailandscape.org/tool/jina-reranker): Multilingual reranker for improving RAG precision

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Part of [AI Landscape](https://ailandscape.org), an open map of the AI ecosystem. Web page: https://ailandscape.org/tool/flashrank · Index for AI assistants: https://ailandscape.org/llms.txt