Update README.md

README.md

@@ -12,4 +12,8 @@ license: cc
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
-# hugging-face-demo2
+# ML Ops using GitHub and Hugging Face
+
+This project demonstrates an end-to-end ML Ops pipeline using GitHub Workflows and Hugging Face Spaces. The application is a Text Summarizer that uses [Gradio](https://www.gradio.app/) APIs. The project demonstrates the various steps from the code being checked-in to GitHub to the application getting hosted and available to the end user. Below is the architecture of the application.
+
+![MLOps-GitHub-HF-Architecture](https://github.com/user-attachments/assets/1690736a-4ff8-4447-a0bb-b74674a0b4f6)