Update app.py

app.py

@@ -68,9 +68,10 @@ if __name__ == "__main__":
     <img src="https://superagi.com/wp-content/uploads/2023/10/Introduction-to-RAGA-Retrieval-Augmented-Generation-and-Actions-1200x600.png.webp" width=100%>
     <br>
     Demo using TinyLlama, a chat model finetuned on top of TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T. This space demonstrate application of RAG on a small model and its effectiveness, I used it because of the space constraint. The current space runs on mere <b>2GB of RAM</b>, hence there is some delay in generating output. Test this to your hearts content and let me know your thoughts, I will keep updating this space with tiny improvements on architecture and design
-    
-    update1: This space now does not create a faiss index on build, it uses a locally saved faiss index
-    update2: This space now uses google/gemma-1.1-2b-it model to generate output, reduces the response time to 1/3rd
+    <ul>
+        <li>update1: This space now does not create a faiss index on build, it uses a locally saved faiss index</li>
+        <li>update2: This space now uses google/gemma-1.1-2b-it model to generate output, reduces the response time to 1/3rd</li>
+    </ul>
     """
     article = """<p style='text-align: center'> 
     <ul>You can ask questions like -