Update LiveRAG_README.md

LiveRAG_README.md

@@ -30,18 +30,18 @@
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 # 2. 👣 LiveRAG Challenge Step-by-Step Guide
 
-## 2.1 Accessing or building your RAG indices\
+## 2.1 Accessing or building your RAG indices 
   You can use the pre-built indices, [Pinecone](https://www.pinecone.io/) and [OpenSearch](https://opensearch.org/) or build your own indices on top of the same of [FineWeb Sample-10BT](https://huggingface.co/datasets/HuggingFaceFW/fineweb/viewer/sample-10BT) corpus 
   1. To use the pre-built indices follow this [sample notebook](Operational_Instructions/Indices_Usage_Examples_for_LiveRAG.ipynb) 
   2. To build your own **OpenSearch** index, create or use your existing AWS account and apply the provided AWS credits to save costs (see [here](Operational_Instructions/AWS_Accounts_for_LiveRAG.md))\
   3. To build your own **Pinecone** index, create or use your existing Pinecone account and apply the provided Pinecone credits to save costs (see [here](Operational_Instructions/Pinecone_for_LiveRAG.md)) 
 
 ## 2.2 Accessing DataMorgana and Falcon3-10B-Instruct via AI71-Platform 
-  1. Login to your [AI71-Platform account](https://platform.ai71.ai) after you followed the onboarding instructions 
-  2. Access the DataMorgana [Sandbox](https://platform.ai71.ai/playground) and [try it](Operational_Instructions/DM_Sandbox.md) to get your first Q&A\
+  1. Login to your [AI71-Platform account](https://platform.ai71.ai) after you followed the onboarding instructions  
+  2. Access the DataMorgana [Sandbox](https://platform.ai71.ai/playground) and [try it](Operational_Instructions/DM_Sandbox.md) to get your first Q&A 
   3. Create your AI71-Platform [API key](https://platform.ai71.ai/api-keys) 
-    3.1 Use your AI71-Platform key for programatic access to DataMorgana bulk requests generation via its [API](Operational_Instructions/DM_API_usage_example.ipynb)\
-    3.2 Use your AI71-Platform key for programatic access to Falcon3-10B-Instruct (see [AI71 documentation](https://platform.ai71.ai/documentation))\
+    3.1 Use your AI71-Platform key for programatic access to DataMorgana bulk requests generation via its [API](Operational_Instructions/DM_API_usage_example.ipynb) 
+    3.2 Use your AI71-Platform key for programatic access to Falcon3-10B-Instruct (see [AI71 documentation](https://platform.ai71.ai/documentation)) 
   **Remark:** Accessing Falcon via the AI71-Platform API is optional and recommended for a quick start. However, for a robust solution, suitable for the live event, it is recommended to set up your own Falcon3-10B-Instruct instance
 
 ## 2.3. Building, training, and evaluating your RAG system\