Update LiveRAG_README.md

LiveRAG_README.md

@@ -10,14 +10,15 @@
 1. Setting up your AWS accounts - See [AWS Accounts instructions - section 1](Operational_Instructions/AWS_Accounts_for_LiveRAG.md) for the full details   
   1.1 Accessing the AWS LiveRAG account - follow the instructions you received by email\
   1.2 Applying your AWS credits to your team account - follow the instructions you received by email\
- **Caveat: The credits are valid for the use of AWS services only and you will be responsible for any Bedrock 3rd Party FM billing as well as any solution from our partners listed in AWS Marketplace, such as Pinecone.**
- 
-2. Setting your Pinecone account if you want to build your own dense index\
+<center> **CAVEAT: The credits are valid for the use of AWS services only and you will be responsible for any Bedrock 3rd Party FM billing as well as any solution from our partners listed in AWS Marketplace, such as Pinecone.**\
+ **IF YOU EXCEED YOUR CREDITS, YOU WILL BE DIRECTED CHARGED AND NOT BE REFUNDED BY THE ORGANIZERS**  
+ </center>
+3. Setting your Pinecone account if you want to build your own dense index\
   2.1 Sign up for a [Pinecone](https://pinecone.io ) account, adding a payment method (upgrade to standard). You will not be charged at this time\
   2.2 Send mail sigir2025-liverag-tech@tii.ae with your team information and Pinecone account name and we will apply the $750 credits to your account\
  **Remark:** Do you use Pinecone servcies until you see the allocated credits appear in your account, otherwise you will be charged
 
-3. Register to AI71-Platform to access DataMorgana and Falcon3-10B-Instruct LLM\
+4. Register to AI71-Platform to access DataMorgana and Falcon3-10B-Instruct LLM\
   3.1 Register to [AI71-Platform](https://platform.ai71.ai/register) and send the email address used for registration to sigir2025-liverag-tech@tii.ae\
   3.2 After you're notified that you are approved, login to your [AI71-Platform account](https://platform.ai71.ai)