Update README.DEPLOYMENT.md

Author: Roopan-Microsoft

README.DEPLOYMENT.md

@@ -140,10 +140,13 @@ Don't miss this Url information. This is the application's endpoint URL and it s
 | text-embedding-3-large | 200K TPM      |
 
 
+> **⚠️ Warning:**  **Insufficient quota can cause failures during the upload process.** Please ensure you have the recommended capacity or request for additional capacity before start uploading the files.
+
+
 1. Browse to Azure OpenAI Studio and select **each of the 2 models** within the `Deployments` menu:  
 <img src="./Images/readme_deployment/Control_Model_TPM000.png" alt="Select Model" width="700">
 
-1. Increase the TPM value for **each model** for faster report generation:  
+2. Increase the TPM value for **each model** for faster report generation:  
 <img src="./Images/readme_deployment/Control_Model_TPM001.png" alt="Set Token per minute" width="700">
 
 ### 2. Data Uploading and Processing