diff --git a/.env_example b/.env_example
index daa45e92c..7ca6ecaeb 100644
--- a/.env_example
+++ b/.env_example
@@ -5,7 +5,7 @@
 ###################################
 
 # To get credentials go to
-# ms.portal.azure.com > Cognitive Services > Azure Open AI > Keys and Endpoint
+# ms.portal.azure.com > Cognitive Services > Azure OpenAI > Keys and Endpoint
 AZURE_OPENAI_CHAT_ENDPOINT="https://endpoint.openai.azure.com/"
 AZURE_OPENAI_CHAT_KEY="<Provide Azure OpenAI key here>"
 AZURE_OPENAI_CHAT_DEPLOYMENT="<Provide Azure OpenAI chat deployment name here>"
@@ -13,19 +13,19 @@ AZURE_OPENAI_CHAT_DEPLOYMENT="<Provide Azure OpenAI chat deployment name here>"
 AZURE_OPENAI_CHAT_ADDITIONAL_REQUEST_HEADERS="<Provide headers using a dictionary format. Ex., {'key1':'value1'}>"
 
 # To get credentials of GPT-V deployment go to
-# ms.portal.azure.com > Cognitive Services > Azure Open AI > Keys and Endpoint
+# ms.portal.azure.com > Cognitive Services > Azure OpenAI > Keys and Endpoint
 AZURE_OPENAI_GPTV_CHAT_ENDPOINT="https://endpoint.openai.azure.com/"
 AZURE_OPENAI_GPTV_CHAT_KEY="<Provide Azure OpenAI key here>"
 AZURE_OPENAI_GPTV_CHAT_DEPLOYMENT="<Provide Azure OpenAI GPT-V chat deployment name here>"
 
 # To get credentials go to
-# ms.portal.azure.com > Cognitive Services > Azure Open AI > Keys and Endpoint
+# ms.portal.azure.com > Cognitive Services > Azure OpenAI > Keys and Endpoint
 AZURE_OPENAI_COMPLETION_ENDPOINT="https://completionendpoint.openai.azure.com/"
 AZURE_OPENAI_COMPLETION_KEY="<Provide Azure OpenAI completion key here>"
 AZURE_OPENAI_COMPLETION_DEPLOYMENT="completion_deployment_name"
 
 # To get credentials go to
-# ms.portal.azure.com > Cognitive Services > Azure Open AI > Keys and Endpoint
+# ms.portal.azure.com > Cognitive Services > Azure OpenAI > Keys and Endpoint
 AZURE_OPENAI_EMBEDDING_ENDPOINT="https://embeddingendpoint.openai.azure.com/"
 AZURE_OPENAI_EMBEDDING_KEY="<Provide Azure OpenAI embedding key here>"
 AZURE_OPENAI_EMBEDDING_DEPLOYMENT="<Provide Azure OpenAI embedding deployment name here>"