remove reference to discussions

Author: juliamuiruri4

01-Local-AI-Development/README.md

@@ -394,7 +394,7 @@ Example UI:
 
 ## Stay connected
 
-Have a question, project or insight to share? Post in the [Local AI discussion hub](https://github.com/Azure-Samples/JavaScript-AI-Buildathon/discussions/88)
+Have a question, project, or insight to share? Join the [Build-a-thon Discord channel](https://aka.ms/JSAIonDiscord)
 
 ## AI Note
 

03-Run-Serverless-RAG-Support-System/README.md

@@ -91,7 +91,7 @@ Once you have completed the CodeTour and explored the RAG implementation, return
 
 ## Stay connected
 
-Have a question, project or insight to share? Post in the [RAG discussion hub](https://github.com/Azure-Samples/JavaScript-AI-Buildathon/discussions/89)
+Have a question, project, or insight to share? Join the [Build-a-thon Discord channel](https://aka.ms/JSAIonDiscord)
 
 ## AI Note
 

04-Build-Agents-with-AIToolKit/README.md

@@ -444,7 +444,7 @@ This gives you a complete and ready chat application for your AI agent! 🚀
 
 ## Stay connected
 
-Have a question, project or insight to share? Post in the [AI Toolkit discussion hub](https://github.com/Azure-Samples/JavaScript-AI-Buildathon/discussions/90)
+Have a question, project, or insight to share? Join the [Build-a-thon Discord channel](https://aka.ms/JSAIonDiscord)
 
 ## AI Note
 

05-Run-Burger-Ordering-Agent-System/README.md

@@ -89,7 +89,7 @@ Once you have completed the CodeTour and explored the Agent implementation, retu
 
 ## Stay connected
 
-Have a question, project or insight to share? Post in the [Agentic Systems discussion hub](https://github.com/Azure-Samples/JavaScript-AI-Buildathon/discussions/91)
+Have a question, project, or insight to share? Join the [Build-a-thon Discord channel](https://aka.ms/JSAIonDiscord)
 
 ## AI Note
 

README.md

@@ -10,7 +10,6 @@
 </p>
 
 <p align="center">
-  <a href="https://aka.ms/JSAI_Discussions"><img src="https://img.shields.io/badge/Discussions-Join%20Now-blue?logo=github" alt="Discussions"></a>&nbsp;
   <a href="https://aka.ms/JSAIonDiscord"><img src="https://img.shields.io/badge/Discord-Office%20Hours-7289DA?logo=discord&logoColor=white" alt="Discord"></a>&nbsp;
   <img src="https://img.shields.io/badge/JavaScript-F7DF1E?logo=javascript&logoColor=black" alt="JavaScript">&nbsp;
   <img src="https://img.shields.io/badge/TypeScript-3178C6?logo=typescript&logoColor=white" alt="TypeScript">

docs/index.md

@@ -103,14 +103,6 @@ Submit your project on [Innovation Studio](https://aka.ms/JSBuildathon_Hack). Yo
 
 <div class="grid cards" markdown>
 
--   <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16" width="28" height="28" fill="currentColor" style="vertical-align:middle;margin-right:.4em"><path d="M8 0c4.42 0 8 3.58 8 8a8.013 8.013 0 0 1-5.45 7.59c-.4.08-.55-.17-.55-.38 0-.27.01-1.13.01-2.2 0-.75-.25-1.23-.54-1.48 1.78-.2 3.65-.88 3.65-3.95 0-.88-.31-1.59-.82-2.15.08-.2.36-1.02-.08-2.12 0 0-.67-.22-2.2.82-.64-.18-1.32-.27-2-.27-.68 0-1.36.09-2 .27-1.53-1.03-2.2-.82-2.2-.82-.44 1.1-.16 1.92-.08 2.12-.51.56-.82 1.28-.82 2.15 0 3.06 1.86 3.75 3.64 3.95-.23.2-.44.55-.51 1.07-.46.21-1.61.55-2.33-.66-.15-.24-.6-.83-1.23-.82-.67.01-.27.38.01.53.34.19.73.9.82 1.13.16.45.68 1.31 2.69.94 0 .67.01 1.3.01 1.49 0 .21-.15.45-.55.38A7.995 7.995 0 0 1 0 8c0-4.42 3.58-8 8-8Z"/></svg> **GitHub Discussions**
-
-    ---
-
-    Engage in focused discussion topics, share ideas, and find teammates
-
-    [**Join Discussions →**](https://aka.ms/JSAI_Discussions)
-
 -   <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="28" height="28" fill="#5865F2" style="vertical-align:middle;margin-right:.4em"><path d="M20.317 4.37a19.791 19.791 0 0 0-4.885-1.515.074.074 0 0 0-.079.037c-.21.375-.444.864-.608 1.25a18.27 18.27 0 0 0-5.487 0 12.64 12.64 0 0 0-.617-1.25.077.077 0 0 0-.079-.037A19.736 19.736 0 0 0 3.677 4.37a.07.07 0 0 0-.032.027C.533 9.046-.32 13.58.099 18.057a.082.082 0 0 0 .031.057 19.9 19.9 0 0 0 5.993 3.03.078.078 0 0 0 .084-.028c.462-.63.874-1.295 1.226-1.994a.076.076 0 0 0-.041-.106 13.107 13.107 0 0 1-1.872-.892.077.077 0 0 1-.008-.128 10.2 10.2 0 0 0 .372-.292.074.074 0 0 1 .077-.01c3.928 1.793 8.18 1.793 12.062 0a.074.074 0 0 1 .078.01c.12.098.246.198.373.292a.077.077 0 0 1-.006.127 12.299 12.299 0 0 1-1.873.892.077.077 0 0 0-.041.107c.36.698.772 1.362 1.225 1.993a.076.076 0 0 0 .084.028 19.839 19.839 0 0 0 6.002-3.03.077.077 0 0 0 .032-.054c.5-5.177-.838-9.674-3.549-13.66a.061.061 0 0 0-.031-.03Z"/></svg> **Discord**
 
     ---

mkdocs.yml

@@ -74,7 +74,6 @@ extra:
 nav:
   - Overview: index.md
   - Quests: quests.md
-  - Discussions: https://aka.ms/JSAI_Discussions
 
 # Extensions  ...............................................
 markdown_extensions: