chore: update the banner and community link

README.md

@@ -11,8 +11,6 @@ tags: [FHE, PPML, privacy, privacy preserving machine learning, homomorphic encr
 python_version: 3.9
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
-
 # Sentiment Analysis With FHE
 
 ## Running the application on your machine

app.py

@@ -182,17 +182,13 @@ with demo:
     —
     <a href="https://docs.zama.ai/concrete-ml"> <img style="vertical-align: middle; display:inline-block; margin-right: 3px;" width=15 src="https://user-images.githubusercontent.com/5758427/197976802-fddd34c5-f59a-48d0-9bff-7ad1b00cb1fb.png">Documentation</a>
     —
-    <a href="https://community.zama.ai"> <img style="vertical-align: middle; display:inline-block; margin-right: 3px;" width=15 src="https://user-images.githubusercontent.com/5758427/197977153-8c9c01a7-451a-4993-8e10-5a6ed5343d02.png">Community support forum</a>
+    <a href="https://zama.ai/community"> <img style="vertical-align: middle; display:inline-block; margin-right: 3px;" width=15 src="https://user-images.githubusercontent.com/5758427/197977153-8c9c01a7-451a-4993-8e10-5a6ed5343d02.png">Community</a>
     —
     <a href="https://twitter.com/zama_fhe"> <img style="vertical-align: middle; display:inline-block; margin-right: 3px;" width=15 src="https://user-images.githubusercontent.com/5758427/197975044-bab9d199-e120-433b-b3be-abd73b211a54.png">@zama_fhe</a>
 </p>
 
 <p align="center">
-  <img src="https://user-images.githubusercontent.com/7602572/202997494-4ce17b99-9739-4b2c-9f99-e93cca661361.png">
-</p>
-
-<p align="center">
-  <img src="https://user-images.githubusercontent.com/7602572/202998030-5883d817-7b16-406a-8052-b5a0ffe5ec9b.png">
+  <img src="https://user-images.githubusercontent.com/56846628/219329304-6868be9e-5ce8-4279-9123-4cb1bc0c2fb5.png" width="60%" height="60%">
 </p>
 """
     )