Improve readme inconsistency (#5691)

### Before

<img width="823" alt="image"
src="https://github.com/user-attachments/assets/d5ba1671-9433-4fa4-9884-c0de6fafb82e"
/>



### After
<img width="803" alt="image"
src="https://github.com/user-attachments/assets/07fdd32a-d2ad-450d-8b7f-b21f10f14c85"
/>

README.md

@@ -124,10 +124,10 @@ With AutoGen you get to join and contribute to a thriving ecosystem. We host wee
 |               | [![Python](https://img.shields.io/badge/AutoGen-Python-blue?logo=python&logoColor=white)](./python)                                                                                                                                                                                                                                                                                                                | [![.NET](https://img.shields.io/badge/AutoGen-.NET-green?logo=.net&logoColor=white)](./dotnet) | [![Studio](https://img.shields.io/badge/AutoGen-Studio-purple?logo=visual-studio&logoColor=white)](./python/packages/autogen-studio)                     |
 | ------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------- |
 | Installation  | [![Installation](https://img.shields.io/badge/Install-blue)](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/installation.html)                                                                                                                                                                                                                                                            | [![Install](https://img.shields.io/badge/Install-green)](https://microsoft.github.io/autogen/dotnet/dev/core/installation.html) | [![Install](https://img.shields.io/badge/Install-purple)](https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/installation.html) |
-| Quickstart    | [![Quickstart](https://img.shields.io/badge/Quickstart-blue)](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/quickstart.html#)                                                                                                                                                                                                                                                            | [![Quickstart](https://img.shields.io/badge/Quickstart-green)](https://microsoft.github.io/autogen/dotnet/dev/core/index.html) | [![Usage](https://img.shields.io/badge/Quickstart-blue)](https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/usage.html#)        |
-| Tutorial      | [![Tutorial](https://img.shields.io/badge/Tutorial-blue)](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/index.html)                                                                                                                                                                                                                                                            | [![Tutorial](https://img.shields.io/badge/Tutorial-green)](https://microsoft.github.io/autogen/dotnet/dev/core/tutorial.html) | [![Usage](https://img.shields.io/badge/Quickstart-blue)](https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/usage.html#)        |
+| Quickstart    | [![Quickstart](https://img.shields.io/badge/Quickstart-blue)](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/quickstart.html#)                                                                                                                                                                                                                                                            | [![Quickstart](https://img.shields.io/badge/Quickstart-green)](https://microsoft.github.io/autogen/dotnet/dev/core/index.html) | [![Usage](https://img.shields.io/badge/Quickstart-purple)](https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/usage.html#)        |
+| Tutorial      | [![Tutorial](https://img.shields.io/badge/Tutorial-blue)](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/tutorial/index.html)                                                                                                                                                                                                                                                            | [![Tutorial](https://img.shields.io/badge/Tutorial-green)](https://microsoft.github.io/autogen/dotnet/dev/core/tutorial.html) | [![Usage](https://img.shields.io/badge/Tutorial-purple)](https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/usage.html#)        |
 | API Reference | [![API](https://img.shields.io/badge/Docs-blue)](https://microsoft.github.io/autogen/stable/reference/index.html#)                                                                                                                                                                                                                                                                                                    | [![API](https://img.shields.io/badge/Docs-green)](https://microsoft.github.io/autogen/dotnet/dev/api/Microsoft.AutoGen.Contracts.html) | [![API](https://img.shields.io/badge/Docs-purple)](https://microsoft.github.io/autogen/stable/user-guide/autogenstudio-user-guide/usage.html)               |
-| Packages      | [![PyPi autogen-core](https://img.shields.io/badge/PyPi-autogen--core-blue?logo=pypi)](https://pypi.org/project/autogen-core/) <br> [![PyPi autogen-agentchat](https://img.shields.io/badge/PyPi-autogen--agentchat-blue?logo=pypi)](https://pypi.org/project/autogen-agentchat/) <br> [![PyPi autogen-ext](https://img.shields.io/badge/PyPi-autogen--ext-blue?logo=pypi)](https://pypi.org/project/autogen-ext/) | [Contracts](https://www.nuget.org/packages/Microsoft.AutoGen.Contracts) <br> [Core](https://www.nuget.org/packages/Microsoft.AutoGen.Core/) <br> [Core.Grpc](https://www.nuget.org/packages/Microsoft.AutoGen.Core.Grpc) <br> [RuntimeGateway.Gpc](https://www.nuget.org/packages/Microsoft.AutoGen.RuntimeGateway.Grpc/) | [![PyPi autogenstudio](https://img.shields.io/badge/PyPi-autogenstudio-purple?logo=pypi)](https://pypi.org/project/autogenstudio/)                       |
+| Packages      | [![PyPi autogen-core](https://img.shields.io/badge/PyPi-autogen--core-blue?logo=pypi)](https://pypi.org/project/autogen-core/) <br> [![PyPi autogen-agentchat](https://img.shields.io/badge/PyPi-autogen--agentchat-blue?logo=pypi)](https://pypi.org/project/autogen-agentchat/) <br> [![PyPi autogen-ext](https://img.shields.io/badge/PyPi-autogen--ext-blue?logo=pypi)](https://pypi.org/project/autogen-ext/) | [![NuGet Contracts](https://img.shields.io/badge/NuGet-Contracts-green?logo=nuget)](https://www.nuget.org/packages/Microsoft.AutoGen.Contracts/) <br> [![NuGet Core](https://img.shields.io/badge/NuGet-Core-green?logo=nuget)](https://www.nuget.org/packages/Microsoft.AutoGen.Core/) <br> [![NuGet Core.Grpc](https://img.shields.io/badge/NuGet-Core.Grpc-green?logo=nuget)](https://www.nuget.org/packages/Microsoft.AutoGen.Core.Grpc/) <br> [![NuGet RuntimeGateway.Grpc](https://img.shields.io/badge/NuGet-RuntimeGateway.Grpc-green?logo=nuget)](https://www.nuget.org/packages/Microsoft.AutoGen.RuntimeGateway.Grpc/) | [![PyPi autogenstudio](https://img.shields.io/badge/PyPi-autogenstudio-purple?logo=pypi)](https://pypi.org/project/autogenstudio/)                       |
 
 </div>