Update README.md

README.md

@@ -101,7 +101,7 @@ print(f"📊 Similarity between image and text: {similarity.item():.4f}")
 print("=" * 50)
 ```
 ### Use granite-vision-embedding-3.3-2b for MM RAG
-For an example of MM-RAG using granite-vision-3.3-2b-embedding refer to [this notebook](https://github.com/ibm-granite/granite-vision-models/tree/main/cookbooks/GraniteVisionEmbedding_MM-RAG_Notebook).
+For an example of MM-RAG using granite-vision-3.3-2b-embedding refer to [this notebook](https://github.com/ibm-granite/granite-vision-models/blob/main/cookbooks/GraniteVisionEmbedding_MM-RAG_Notebook.ipynb).
 
 **Model Architecture:**
 The architecture of granite-vision-3.3-2b-embedding follows ColPali(https://arxiv.org/abs/2407.01449) approach and consists of the following components: