diff --git a/README.Rmd b/README.Rmd
index 9c37b5b1..ab57385f 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -94,7 +94,7 @@ OPENAI_API_KEY="<APIKEY>"
 
 ### Alternative AI Service Providers
 
-While OpenAI is the default and currently considered one of the most robust options, `gptstudio` is also compatible with other AI service providers. These include [Anthropic](articles/anthropic.md), [HuggingFace](articles/huggingface.md), [Google AI Studio](articles/googleai.md), [Azure OpenAI](articles/azure.md), and [Perplexity](articles/perplexity.md). You can select any of these providers based on your preference or specific requirements. You can also run local models with [Ollama](articles/ollama.md). This requires more setup but at the benefit of not sharing your data with any third party.
+While OpenAI is the default and currently considered one of the most robust options, `gptstudio` is also compatible with other AI service providers. These include [Anthropic](https://michelnivard.github.io/gptstudio/articles/anthropic.html), [HuggingFace](https://michelnivard.github.io/gptstudio/articles/huggingface.html), [Google AI Studio](https://michelnivard.github.io/gptstudio/articles/perplexity.html), [Azure OpenAI](https://michelnivard.github.io/gptstudio/articles/azure.html), and [Perplexity](https://michelnivard.github.io/gptstudio/articles/perplexity.html). You can select any of these providers based on your preference or specific requirements. You can also run local models with [Ollama](https://michelnivard.github.io/gptstudio/articles/ollama.html). This requires more setup but at the benefit of not sharing your data with any third party.
 
 To use an alternative provider, you will need to obtain the relevant API key or access credentials from the chosen provider and configure them similarly.
 
diff --git a/README.md b/README.md
index 733a9a66..b65f00da 100644
--- a/README.md
+++ b/README.md
@@ -97,28 +97,32 @@ actual API key:
 OPENAI_API_KEY="<APIKEY>"
 ```
 
-> [!WARNING]
-> If you’re using version control systems like GitHub or GitLab,
-> remember to include .Renviron in your .gitignore file
-> to prevent exposing your API key!
+**Caution:** If you’re using version control systems like GitHub or
+GitLab, remember to include .Renviron in your .gitignore file to prevent
+exposing your API key!
 
-> [!IMPORTANT]
-> OpenAI API will not function without valid payment
-> details entered into your OpenAI account.
-> This is a restriction imposed by OpenAI and is unrelated to this package.
+**Important Note:** OpenAI API will not function without valid payment
+details entered into your OpenAI account. This is a restriction imposed
+by OpenAI and is unrelated to this package.
 
 ### Alternative AI Service Providers
 
 While OpenAI is the default and currently considered one of the most
 robust options, `gptstudio` is also compatible with other AI service
-providers. These include [Anthropic](articles/anthropic.md),
-[HuggingFace](articles/huggingface.md), [Google AI
-Studio](articles/googleai.md), [Azure OpenAI](articles/azure.md), and
-[Perplexity](articles/perplexity.md). You can select any of these
-providers based on your preference or specific requirements. You can
-also run local models with [Ollama](articles/ollama.md). This requires
-more setup but at the benefit of not sharing your data with any third
-party.
+providers. These include
+[Anthropic](https://michelnivard.github.io/gptstudio/articles/anthropic.html),
+[HuggingFace](https://michelnivard.github.io/gptstudio/articles/huggingface.html),
+[Google AI
+Studio](https://michelnivard.github.io/gptstudio/articles/perplexity.html),
+[Azure
+OpenAI](https://michelnivard.github.io/gptstudio/articles/azure.html),
+and
+[Perplexity](https://michelnivard.github.io/gptstudio/articles/perplexity.html).
+You can select any of these providers based on your preference or
+specific requirements. You can also run local models with
+[Ollama](https://michelnivard.github.io/gptstudio/articles/ollama.html).
+This requires more setup but at the benefit of not sharing your data
+with any third party.
 
 To use an alternative provider, you will need to obtain the relevant API
 key or access credentials from the chosen provider and configure them
@@ -159,10 +163,9 @@ shared unless you turn those features on. It is your responsibility to
 ensure that you do not accidentally share sensitive data with any AI
 service provider.
 
-> [!IMPORTANT]
-> To maintain the privacy of your data, do not highlight,
-> include in a prompt, or otherwise upload any sensitive data, code, or
-> text that should remain confidential.**
+**IMPORTANT: To maintain the privacy of your data, do not highlight,
+include in a prompt, or otherwise upload any sensitive data, code, or
+text that should remain confidential.**
 
 ## Code of Conduct