diff --git a/sdk/textanalytics/azure-ai-textanalytics/samples/README.md b/sdk/textanalytics/azure-ai-textanalytics/samples/README.md
index bf2066be003a..0f9b96be4fb7 100644
--- a/sdk/textanalytics/azure-ai-textanalytics/samples/README.md
+++ b/sdk/textanalytics/azure-ai-textanalytics/samples/README.md
@@ -54,8 +54,8 @@ For more information about how the versioning story of the SDK corresponds to th
   pip install azure-identity
   ```
 
-2. Clone or download this sample repository
-3. Open the sample folder in Visual Studio Code or your IDE of choice.
+2. Clone the repo or download the sample file
+3. Open the sample file in Visual Studio Code or your IDE of choice.
 
 ## Running the samples
 
@@ -116,4 +116,4 @@ what you can do with the Azure Text Analytics client library.
 [azure_subscription]: https://azure.microsoft.com/free/
 [azure_text_analytics_account]: https://docs.microsoft.com/azure/cognitive-services/cognitive-services-apis-create-account?tabs=singleservice%2Cwindows
 [azure_identity_pip]: https://pypi.org/project/azure-identity/
-[api_reference_documentation]: https://aka.ms/azsdk-python-textanalytics-ref-docs
\ No newline at end of file
+[api_reference_documentation]: https://aka.ms/azsdk-python-textanalytics-ref-docs