diff --git a/README.md b/README.md
index 659aa2650..ffe2288c9 100644
--- a/README.md
+++ b/README.md
@@ -69,7 +69,7 @@ Follow the quick deploy steps on the deployment guide to deploy this solution
 <br/><br/>
 
 
-| [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Visual Studio Code Web](https://img.shields.io/static/v1?style=for-the-badge&label=Visual%20Studio%20Code%20(Web)&message=Open&color=blue&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/azure/?vscode-azure-exp=foundry&agentPayload=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) | 
+| [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Visual Studio Code Web](https://img.shields.io/static/v1?style=for-the-badge&label=Visual%20Studio%20Code%20(Web)&message=Open&color=blue&logo=visualstudiocode&logoColor=white)](https://vscode.dev/azure/?vscode-azure-exp=foundry&agentPayload=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) | 
 |---|---|---|
 
 <br/>
diff --git a/documents/DeploymentGuide.md b/documents/DeploymentGuide.md
index 46bee2578..941c73623 100644
--- a/documents/DeploymentGuide.md
+++ b/documents/DeploymentGuide.md
@@ -73,7 +73,7 @@ azd env set AZURE_ENV_VM_ADMIN_PASSWORD <your-password>
 
 Pick from the options below to see step-by-step instructions for GitHub Codespaces, VS Code Dev Containers, Local Environments, and Bicep deployments.
 
-| [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Visual Studio Code Web](https://img.shields.io/static/v1?style=for-the-badge&label=Visual%20Studio%20Code%20(Web)&message=Open&color=blue&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/azure/?vscode-azure-exp=foundry&agentPayload=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) |
+| [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/microsoft/Conversation-Knowledge-Mining-Solution-Accelerator) | [![Open in Visual Studio Code Web](https://img.shields.io/static/v1?style=for-the-badge&label=Visual%20Studio%20Code%20(Web)&message=Open&color=blue&logo=visualstudiocode&logoColor=white)](https://vscode.dev/azure/?vscode-azure-exp=foundry&agentPayload=eyJiYXNlVXJsIjogImh0dHBzOi8vcmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbS9taWNyb3NvZnQvQ29udmVyc2F0aW9uLUtub3dsZWRnZS1NaW5pbmctU29sdXRpb24tQWNjZWxlcmF0b3IvcmVmcy9oZWFkcy9tYWluL2luZnJhL3ZzY29kZV93ZWIiLCAiaW5kZXhVcmwiOiAiL2luZGV4Lmpzb24iLCAidmFyaWFibGVzIjogeyJhZ2VudElkIjogIiIsICJjb25uZWN0aW9uU3RyaW5nIjogIiIsICJ0aHJlYWRJZCI6ICIiLCAidXNlck1lc3NhZ2UiOiAiIiwgInBsYXlncm91bmROYW1lIjogIiIsICJsb2NhdGlvbiI6ICIiLCAic3Vic2NyaXB0aW9uSWQiOiAiIiwgInJlc291cmNlSWQiOiAiIiwgInByb2plY3RSZXNvdXJjZUlkIjogIiIsICJlbmRwb2ludCI6ICIifSwgImNvZGVSb3V0ZSI6IFsiYWktcHJvamVjdHMtc2RrIiwgInB5dGhvbiIsICJkZWZhdWx0LWF6dXJlLWF1dGgiLCAiZW5kcG9pbnQiXX0=) |
 |---|---|---|
 
 <details>
@@ -115,7 +115,7 @@ You can run this solution in VS Code Dev Containers, which will open the project
 
 ### VS Code Web
 
-[![Open in Visual Studio Code Web](https://img.shields.io/static/v1?style=for-the-badge&label=Visual%20Studio%20Code%20(Web)&message=Open&color=blue&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/azure/?vscode-azure-exp=foundry&agentPayload=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)
+[![Open in Visual Studio Code Web](https://img.shields.io/static/v1?style=for-the-badge&label=Visual%20Studio%20Code%20(Web)&message=Open&color=blue&logo=visualstudiocode&logoColor=white)](https://vscode.dev/azure/?vscode-azure-exp=foundry&agentPayload=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)
 
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