Fixes

Author: aamini7

scenarios/PostgresRagLlmDemo/README.md

@@ -8,28 +8,6 @@ ms.author: ariaamini
 ms.custom: innovation-engine, linux-related-content 
 ---
 
-## Quickstart: Create a Linux virtual machine with the Azure CLI on Azure
-
-**Applies to:** :heavy_check_mark: Linux VMs
-
-[![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https://go.microsoft.com/fwlink/?linkid=2262692)
-
-This quickstart shows you how to use the Azure CLI to deploy a Linux virtual machine (VM) in Azure. The Azure CLI is used to create and manage Azure resources via either the command line or scripts.
-
-If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/free/?WT.mc_id=A261C142F) before you begin.
-
-## Launch Azure Cloud Shell
-
-The Azure Cloud Shell is a free interactive shell that you can use to run the steps in this article. It has common Azure tools preinstalled and configured to use with your account.
-
-To open the Cloud Shell, just select **Try it** from the upper right corner of a code block. You can also open Cloud Shell in a separate browser tab by going to [https://shell.azure.com/bash](https://shell.azure.com/bash). Select **Copy** to copy the blocks of code, paste it into the Cloud Shell, and select **Enter** to run it.
-
-If you prefer to install and use the CLI locally, this quickstart requires Azure CLI version 2.0.30 or later. Run `az --version` to find the version. If you need to install or upgrade, see [Install Azure CLI]( /cli/azure/install-azure-cli).
-
-## Log in to Azure using the CLI
-
-In order to run commands in Azure using the CLI, you need to log in first. Log in using the `az login` command.
-
 ## Set up resource group
 
 Set up a resource group with a random ID.
@@ -152,12 +130,10 @@ python chat.py --populate --api-key $API_KEY --endpoint $ENDPOINT --pguser $PGUS
 
 ## Run Chat bot
 
-This final step prints out the command you can copy/paste into the terminal to run the chatbot.
+This final step prints out the command you can copy/paste into the terminal to run the chatbot. `cd ~/scenarios/PostgresRagLlmDemo && python chat.py --api-key $API_KEY --endpoint $ENDPOINT --pguser $PGUSER --phhost $PGHOST --pgpassword $PGPASSWORD --pgdatabase $PGDATABASE`
 
 ```bash
 echo "
-To run the chatbot, copy and paste the command below into the terminal:
-
-cd ~/scenarios/PostgresRagLlmDemo && python chat.py --api-key \$API_KEY --endpoint \$ENDPOINT --pguser \$PGUSER --phhost \$PGHOST --pgpassword \$PGPASSWORD --pgdatabase \$PGDATABASE
+To run the chatbot, see the last step for more info.
 "
 ```