more vector demo links

Author: HeidiSteen

articles/search/whats-new.md

@@ -22,9 +22,9 @@ Learn about the latest updates to Azure Cognitive Search functionality, docs, an
 
 | Item                         | Type |  Description |
 |-----------------------------|------|--------------|
-| [**Vector demo (Azure SDK for JavaScript)**](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-javascript/code/azure-search-vector-sample.js) | Sample | Uses Node.js and the **@azure/search-documents 12.0.0-beta.2** library in the Azure SDK for JavaScript to generate embeddings, create and load an index, and run several vector queries. |
-| [**Vector demo (Azure SDK for .NET)**](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-dotnet/readme.md) | Sample | Uses the **Azure.Search.Documents 11.5.0-beta.3** library to generate embeddings, create and load an index, and run several vector queries. |
-| [**Vector demo (Azure SDK for Python)**](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-python/code/azure-search-vector-image-python-sample.ipynb) | Sample | Uses the latest beta release of the **azure.search.documents** library in the Azure SDK for Python to generate embeddings, create and load an index, and run several vector queries. For more vector search Python demos, see [cognitive-search-vector-pr/demo-python](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-python). |
+| [**Vector demo (Azure SDK for JavaScript)**](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-javascript/code/azure-search-vector-sample.js) | Sample | Uses Node.js and the **@azure/search-documents 12.0.0-beta.2** library to generate embeddings, create and load an index, and run several vector queries. |
+| [**Vector demo (Azure SDK for .NET)**](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-dotnet/readme.md) | Sample | Uses the **Azure.Search.Documents 11.5.0-beta.3** library to generate embeddings, create and load an index, and run several vector queries. You can also try [this sample](https://github.com/Azure/azure-sdk-for-net/blob/master/sdk/search/Azure.Search.Documents/samples/Sample07_VectorSearch.md) from the Azure SDK team.|
+| [**Vector demo (Azure SDK for Python)**](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-python/code/azure-search-vector-image-python-sample.ipynb) | Sample | Uses the latest beta release of the **azure.search.documents** to generate embeddings, create and load an index, and run several vector queries. Visit the [cognitive-search-vector-pr/demo-python](https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-python) repo for more vector search demos. |
 
 ## June 2023