diff --git a/docs/docs/llms/llm-intent.mdx b/docs/docs/llms/llm-intent.mdx
index 73d8564bba27..d51a335559f1 100644
--- a/docs/docs/llms/llm-intent.mdx
+++ b/docs/docs/llms/llm-intent.mdx
@@ -111,7 +111,7 @@ pipeline:
 
 Defaults to `text-davinci-003`. The model name needs to be set to a generative
 model using the completions API of
-[OpenAI](https://platform.openai.com/docs/guides/gpt/completions-api).
+[OpenAI](https://platform.openai.com/docs/guides/text-generation/chat-completions-api).
 
 If you want to use Azure OpenAI Service, you can configure the necessary 
 parameters as described in the 
diff --git a/docs/docs/llms/llm-intentless.mdx b/docs/docs/llms/llm-intentless.mdx
index 90af26e16f90..5d54b170ed89 100644
--- a/docs/docs/llms/llm-intentless.mdx
+++ b/docs/docs/llms/llm-intentless.mdx
@@ -111,7 +111,7 @@ policies:
 ```
 
 Defaults to `text-embedding-ada-002`. The model name needs to be set to an
-[available embedidng model.](https://platform.openai.com/docs/guides/embeddings/embedding-models).
+[available embedding model.](https://platform.openai.com/docs/models/embeddings).
 
 #### LLM Model
 
@@ -127,7 +127,7 @@ policies:
       model_name: text-davinci-003
 ```
 Defaults to `text-davinci-003`. The model name needs to be set to an
-[available GPT-3 LLM model](https://platform.openai.com/docs/models/gpt-3).
+available GPT-3 LLM model.
 
 If you want to use Azure OpenAI Service, you can configure the necessary
 parameters as described in the
diff --git a/docs/docs/llms/llm-nlg.mdx b/docs/docs/llms/llm-nlg.mdx
index 9e093562108e..3e95971816fc 100644
--- a/docs/docs/llms/llm-nlg.mdx
+++ b/docs/docs/llms/llm-nlg.mdx
@@ -157,7 +157,7 @@ nlg:
 
 Defaults to `text-davinci-003`. The model name needs to be set to a generative
 model using the completions API of
-[OpenAI](https://platform.openai.com/docs/guides/gpt/completions-api).
+[OpenAI](https://platform.openai.com/docs/guides/text-generation/chat-completions-api).
 
 If you want to use Azure OpenAI Service, you can configure the necessary
 parameters as described in the
diff --git a/docs/docs/llms/llm-setup.mdx b/docs/docs/llms/llm-setup.mdx
index 4e9cd3022acf..45000af6d6fa 100644
--- a/docs/docs/llms/llm-setup.mdx
+++ b/docs/docs/llms/llm-setup.mdx
@@ -48,7 +48,7 @@ To configure the API token, follow these steps:
 
 1. If you haven't already, sign up for an account on the OpenAI platform.
 
-2. Navigate to the [OpenAI Key Management page](https://platform.openai.com/account/api-keys),
+2. Navigate to the OpenAI Key Management page,
    and click on the "Create New Secret Key" button to initiate the process of
    obtaining your API key.
 
diff --git a/docs/docusaurus.config.js b/docs/docusaurus.config.js
index 42a451993690..49d93ee809ad 100644
--- a/docs/docusaurus.config.js
+++ b/docs/docusaurus.config.js
@@ -59,8 +59,7 @@ module.exports = {
   themeConfig: {
     announcementBar: {
       id: 'rasa_oss_docs_change', // Any value that will identify this message.
-      content: 'This is the documentation for <strong>Rasa Open Source</strong>. If you\'re looking for <strong>Rasa Pro</strong> documentation, please visit <a href="https://rasa.com/docs/rasa-pro/">this page</a>.',
-
+      content: 'Want to try CALM? We just announced the <a href="https://rasa.com/docs/rasa-pro/developer-edition">Rasa Pro Developer Edition</a>.',
       backgroundColor: '#6200F5', // Defaults to `#fff`.
       textColor: '#fff', // Defaults to `#000`.
       // isCloseable: false, // Defaults to `true`.