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---
title: "RRFReranking"
type: concept
tags: []
sources: [https://github.com/zilliztech/memsearch]
last_updated: 2026-04-17
---
## Definition
RRFReciprocal Rank Fusion倒数排名融合是一种将多路搜索结果合并排序的算法。
## Principle
对不同搜索方法的结果按排名倒数1/(k+rank))加权求和,得到综合排名。
## Use Case
- 合并语义搜索向量嵌入和关键词搜索BM25的结果提升搜索质量
## Aliases
- RRF
- Reciprocal Rank Fusion