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README.md

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 **FlexRAG** is a lightweight model designed to reduce RAG running costs while improving its generation quality. It compresses the retrieved contexts into compact embeddings and these embeddings are optimized to enhance downstream RAG performance. A key feature of FlexRAG is its flexibility, which enables effective support for diverse compression ratios and selective preservation of important contexts. 
-[[Github Repo]](https://github.com/wcyno23/FlexRAG) 
+For the usage of this model, please refer to [[Github Repo]](https://github.com/wcyno23/FlexRAG) 
 
 # Citation Information
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