Update Operational_Instructions/Pinecone_for_LiveRAG.md

Operational_Instructions/Pinecone_for_LiveRAG.md

@@ -1,15 +1,15 @@
 # Using Pinecone
 
-## Using the Pre-Built Index
+## 1. Using the Pre-Built Index
 We provide access to a pre-built Pinecone index, which you are welcome to use.  
 Follow the instructions [here](Indices_Usage_Examples_for_LiveRAG.ipynb) to use it without costs. 
 
-## Building Your Own Index
+## 2. Building Your Own Index
 In addition to the pre-built Pinecone index, participants are encouraged to experiment with building their own indices.
 
 In order to use the provided credits, you will have to open your personal Pinecone account and apply the credits. 
 
-## Getting Credits
+### Getting Credits
 Pinecone provides $750 credits per participating group.   
 In order to apply the credit to your account you need to:
 
@@ -19,7 +19,7 @@ In order to apply the credit to your account you need to:
 * We will work with Pinecone to apply the credits to your account.
 * Now you can use your Pinecone account with the applied credits. Any usage beyond the credits would be paid by your payment method. 
 
-## Deployment Recommendations
+## 3. Deployment Recommendations
 To optimize cost and performance:
 
 * Use Pinecone Serverless Deployment – This simplifies deployment and reduces overhead.