diff --git a/README.md b/README.md
index 1ee341b..bfaedc9 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,7 @@ This is an image captioning model trained by @ydshieh in [flax ](https://github.
 
 ![](https://ankur3107.github.io/assets/images/vision-encoder-decoder.png)
 
-## https://ankur3107.github.io/blogs/the-illustrated-image-captioning-using-transformers/
+## [https://ankur3107.github.io/blogs/the-illustrated-image-captioning-using-transformers/](https://ankur3107.github.io/blogs/the-illustrated-image-captioning-using-transformers/)
 
 
 # Sample running code