diff --git a/README.md b/README.md
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 Welcome to the official repository housing the FEDHE-Graph implementation for Magic! This repository provides you with the necessary tools and resources to leverage federated learning techniques within the context of Magic, a comprehensive framework for federated learning research.
 
-![architecture](https://drive.google.com/file/d/14_wfrk5YYl742AlFeGdUDeO6RECVaDxU/view?usp=sharing)
+![architecture](https://github.com/kamelferrahi/MAGIC_FEDERATED_FedML/assets/72205931/f3e67d1f-2fa1-4800-81e6-7d9c5e509cf7)