Update settings URL, replace aka with full URL

README.md

@@ -288,7 +288,7 @@ Here are the most common failure scenarios and solutions:
 ### Resources
 
 - [Additional documentation for this app](docs/README.md)
-- [📖 Revolutionize your Enterprise Data with ChatGPT: Next-gen Apps w/ Azure OpenAI and AI Search](https://aka.ms/entgptsearchblog)
+- [📖 Revolutionize your Enterprise Data with ChatGPT: Next-gen Apps w/ Azure OpenAI and AI Search](https://techcommunity.microsoft.com/blog/azure-ai-services-blog/revolutionize-your-enterprise-data-with-chatgpt-next-gen-apps-w-azure-openai-and/3762087)
 - [📖 Azure AI Search](https://learn.microsoft.com/azure/search/search-what-is-azure-search)
 - [📖 Azure OpenAI Service](https://learn.microsoft.com/azure/cognitive-services/openai/overview)
 - [📖 Comparing Azure OpenAI and OpenAI](https://learn.microsoft.com/azure/cognitive-services/openai/overview#comparing-azure-openai-and-openai/)

docs/data_ingestion.md

@@ -57,7 +57,7 @@ If needed, you can modify the chunking algorithm in `scripts/prepdocslib/textspl
 
 To enhance search functionality, categorize data during the ingestion process with the `--category` argument, for example `scripts/prepdocs.ps1 --category ExampleCategoryName`. This argument specifies the category to which the data belongs, enabling you to filter search results based on these categories.
 
-After running the script with the desired category, ensure these categories are added to the 'Include Category' dropdown list. This can be found in the developer settings in [`Settings.tsx`](https://github.com/Azure-Samples/azure-search-openai-demo/app/frontend/src/components/settings/Settings.tsx). The default option for this dropdown is "All". By including specific categories, you can refine your search results more effectively.
+After running the script with the desired category, ensure these categories are added to the 'Include Category' dropdown list. This can be found in the developer settings in [`Settings.tsx`](https://github.com/Azure-Samples/azure-search-openai-demo/blob/main/app/frontend/src/components/Settings/Settings.tsx). The default option for this dropdown is "All". By including specific categories, you can refine your search results more effectively.
 
 ### Indexing additional documents