diff --git a/docs/contribution/dev.mdx b/docs/contribution/dev.mdx
index f902b5a3..3ce71c25 100644
--- a/docs/contribution/dev.mdx
+++ b/docs/contribution/dev.mdx
@@ -27,7 +27,7 @@ make lint format
 ### Authors
 
 - Taranjeet Singh ([@taranjeetio](https://twitter.com/taranjeetio))
-- Deshraj Yadav ([@deshrajdry](https://twitter.com/taranjeetio))
+- Deshraj Yadav ([@deshrajdry](https://twitter.com/deshrajdry))
 
 ### Citation
 
@@ -36,7 +36,7 @@ If you utilize this repository, please consider citing it with:
 ```
 @misc{embedchain,
   author = {Taranjeet Singh, Deshraj Yadav},
-  title = {Embechain: Data platform for LLMs - Load, index, retrieve and sync any unstructured data},
+  title = {Embechain: The Open Source RAG Framework},
   year = {2023},
   publisher = {GitHub},
   journal = {GitHub repository},