diff --git a/README.md b/README.md
index bba70de..7398ec1 100644
--- a/README.md
+++ b/README.md
@@ -148,17 +148,11 @@ Agent memory systems serve different purposes. Below is a feature-level comparis
 
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-## Contributing
-
-Contributions are welcome. Please read [CONTRIBUTING.md](CONTRIBUTING.md) before opening a pull request.
-
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-
 ## License
 
 MIT — see the [LICENSE](LICENSE) file for details.
 
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-## Contacts
-We are very pleased to answer any questions about BCG: [lijiaqi@bigai.ai](mailto:lijiaqi@bigai.ai),  [zlzheng@bigai.ai](mailto:zlzheng@bigai.ai)
+## Corresponding and Contributing
+We are very pleased to answer any questions about BCG: [lijiaqi@bigai.ai](mailto:lijiaqi@bigai.ai),  [zlzheng@bigai.ai](mailto:zlzheng@bigai.ai)  We appreciate your interest in contributing to our open-source initiative.