resolved broken links

Author: DocGailZhou

docs/AzureAccountSetUp.md

@@ -0,0 +1,14 @@
+## Azure account setup
+
+1. Sign up for a [free Azure account](https://azure.microsoft.com/free/) and create an Azure Subscription.
+2. Check that you have the necessary permissions:
+    * Your Azure account must have `Microsoft.Authorization/roleAssignments/write` permissions, such as [Role Based Access Control Administrator](https://learn.microsoft.com/azure/role-based-access-control/built-in-roles#role-based-access-control-administrator-preview), [User Access Administrator](https://learn.microsoft.com/azure/role-based-access-control/built-in-roles#user-access-administrator), or [Owner](https://learn.microsoft.com/azure/role-based-access-control/built-in-roles#owner).
+    * Your Azure account also needs `Microsoft.Resources/deployments/write` permissions on the subscription level.
+
+You can view the permissions for your account and subscription by following the steps below: 
+- Navigate to the [Azure Portal](https://portal.azure.com/) and click on `Subscriptions` under 'Navigation' 
+- Select the subscription you are using for this accelerator from the list. 
+    - If you try to search for your subscription and it does not come up, make sure no filters are selected.
+- Select `Access control (IAM)` and you can see the roles that are assigned to your account for this subscription. 
+    - If you want to see more information about the roles, you can go to the `Role assignments`
+     tab and search by your account name and then click the role you want to view more information about.

docs/DemonstratorGuide.md

@@ -45,7 +45,7 @@ When you open one of the emails, you will see something similar to below:
 
 ## Step 5. Demonstrate the Fabric Data Agent
 
-Please follow the [Fabric Data Agent Guide](./FabricDataAgentGuide.md) to understand how the Fabric Data Agent is created and set up. If it is not already set up, you can follow the instructions to create and configure a new Fabric Data Agent in minutes. After that, you can ask any questions you'd like the agent to answer. For starters, you can use the [sample questions and answers](./fabric_data_agent/sample_test_questions.md). 
+Please follow the [Fabric Data Agent Guide](./FabricDataAgentGuide.md) to understand how the Fabric Data Agent is created and set up. If it is not already set up, you can follow the instructions to create and configure a new Fabric Data Agent in minutes. After that, you can ask any questions you'd like the agent to answer. For starters, you can use the [sample questions and answers](./fabric_data_agent/user_sample_test_questions.md). 
 
 In the Fabric workspace, find the Fabric Data Agent that is already set up. You will be able to chat with the agent right away. Below is the user interface you can expect: 
 

docs/FabricDataAgentGuide.md

@@ -21,12 +21,17 @@ Provides description about the data source.
 **[Data Source Instructions](./fabric_data_agent/data_source_instructions.md)**  
 Provides detailed information about your data structure, table relationships, and query patterns. This helps the agent understand your data and deliver more accurate, efficient responses.
 
-**[Example Queries](./fabric_data_agent/example_queries.md)**  
-Training pairs that map business questions to proven KQL queries. These examples help your data agent learn optimal response patterns for common manufacturing scenarios.
+**Example Question and KQL Query Set**
+
+You can provide example question and corresponding KQL query code as well. In the `docs/fabric_data_agent` folder, you will find below files as starters:
+
+1. example_question_1.md and example_kql_code_1.md
+2. example_question_2.md and example_kql_code_2.md
+3. example_question_3.md and example_kql_code_3.md
 
 ### Testing the Data Agent
 
-Once the Data Agent is set up with the above agent configuration files, you will be able to chat with the agent right away. You can also publish your data agent for others to use. Below is the user interface you can expect ([link to more sample test questions](./fabric_data_agent/sample_test_questions.md)): 
+Once the Data Agent is set up with the above agent configuration files, you will be able to chat with the agent right away. You can also publish your data agent for others to use. Below is the user interface you can expect ([link to more sample test questions](./fabric_data_agent/user_sample_test_questions.md)): 
 
 ![Fabric Data Agent UI](../docs/images/deployment/fabric_data_agent_ui.png)