docs: Added release and missed image file and path in all the docs

.github/workflows/create-release.yml

@@ -0,0 +1,64 @@
+on:
+   push:
+    branches:
+      - main
+
+permissions:
+  contents: write
+  pull-requests: write
+
+name: Create-Release
+
+jobs:
+  create-release:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.workflow_run.head_sha }}
+
+      - uses: codfish/semantic-release-action@v3
+        id: semantic
+        with:
+          tag-format: 'v${version}'
+          additional-packages: |
+            ['conventional-changelog-conventionalcommits@7']
+          plugins: |
+            [
+              [
+                "@semantic-release/commit-analyzer",
+                {
+                  "preset": "conventionalcommits"
+                }
+              ],
+              [
+                "@semantic-release/release-notes-generator",
+                {
+                  "preset": "conventionalcommits",
+                  "presetConfig": {
+                    "types": [
+                      { type: 'feat', section: 'Features', hidden: false },
+                      { type: 'fix', section: 'Bug Fixes', hidden: false },
+                      { type: 'perf', section: 'Performance Improvements', hidden: false },
+                      { type: 'revert', section: 'Reverts', hidden: false },
+                      { type: 'docs', section: 'Other Updates', hidden: false },
+                      { type: 'style', section: 'Other Updates', hidden: false },
+                      { type: 'chore', section: 'Other Updates', hidden: false },
+                      { type: 'refactor', section: 'Other Updates', hidden: false },
+                      { type: 'test', section: 'Other Updates', hidden: false },
+                      { type: 'build', section: 'Other Updates', hidden: false },
+                      { type: 'ci', section: 'Other Updates', hidden: false }
+                    ]
+                  }
+                }
+              ],
+              '@semantic-release/github'
+            ]
+        env:
+            GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - run: echo ${{ steps.semantic.outputs.release-version }}
+
+      - run: echo "$OUTPUTS"
+        env:
+          OUTPUTS: ${{ toJson(steps.semantic.outputs) }}

README.md

@@ -75,7 +75,7 @@ When you start the deployment, most parameters will have **default values**, but
 |------------|----------------|  ------------|
 | **Azure Region** | The region where resources will be created. | eastus | 
 | **Environment Name** | A **3-20 character alphanumeric value** used to generate a unique ID to prefix the resources. |  byctemplate |
-| **Secondary Location** | A **less busy** region for **Azure SQL and CosmosDB**, useful in case of availability constraints. |  eastus2 |
+| **Secondary Location** | A **less busy** region for **CosmosDB**, useful in case of availability constraints. |  eastus2 |
 | **Deployment Type** | Select from a drop-down list. |  Global Standard |
 | **GPT Model** | Choose from **gpt-4, gpt-4o** | gpt-4o |  
 | **GPT Model Deployment Capacity** | Configure capacity for **GPT models**. | 30k |

docs/AppAuthentication.md

@@ -0,0 +1,53 @@
+## Add Authentication in Azure App Service configuration
+1. Click on `Authentication` from left menu.
+
+  ![Authentication](images/AppAuthentication.png)
+
+2. Click on `+ Add Provider` to see a list of identity providers.
+
+  ![Authentication Identity](images/AppAuthenticationIdentity.png)
+
+3. Click on `+ Add Provider` to see a list of identity providers.
+
+  ![Add Provider](images/AppAuthIdentityProvider.png)
+
+4. Select the first option `Microsoft Entra Id` from the drop-down list.
+
+ ![Add Provider](images/AppAuthIdentityProviderAdd.png)
+
+5. Accept the default values and click on `Add` button to go back to the previous page with the identity provider added.
+
+ ![Add Provider](images/AppAuthIdentityProviderAdded.png)
+
+ ### Creating a new App Registration
+1. Click on `Home` and select `Microsoft Entra ID`.
+
+![Microsoft Entra ID](images/MicrosoftEntraID.png)
+
+2. Click on `App registrations`.
+
+![App registrations](images/Appregistrations.png)
+
+3. Click on `+ New registration`.
+
+![New Registrations](images/NewRegistration.png)
+
+4. Provide the `Name`, select supported account types as `Accounts in this organizational directory only(Contoso only - Single tenant)`, select platform as `Web`, enter/select the `URL` and register.
+
+![Add Details](images/AddDetails.png)
+
+5. After application is created sucessfully, then click on `Add a Redirect URL`.
+
+![Redirect URL](images/AddRedirectURL.png)
+
+6. Click on `+ Add a platform`.
+
+![+ Add platform](images/AddPlatform.png)
+
+7. Click on `Web`.
+
+![Web](images/Web.png)
+
+8. Enter the `web app URL` (Provide the app service name in place of XXXX) and Save. Then go back to [Step 4] and follow from _Point 4_ choose `Pick an existing app registration in this directory` from the Add an Identity Provider page and provide the newly registered App Name.
+
+![Add Details](images/WebAppURL.png)

docs/AzureGPTQuotaSettings.md

@@ -0,0 +1,10 @@
+## How to Check & Update Quota
+
+1. **Navigate** to the [Azure AI Foundry portal](https://ai.azure.com/).  
+2. **Select** the AI Project associated with this accelerator.  
+3. **Go to** the `Management Center` from the bottom-left navigation menu.  
+4. Select `Quota`  
+   - Click on the `GlobalStandard` dropdown.  
+   - Select the required **GPT model** (`GPT-4, GPT-4o`) or **Embeddings model** (`text-embedding-ada-002`).  
+   - Choose the **region** where the deployment is hosted.  
+5. Request More Quota or delete any unused model deployments as needed.  

docs/DeleteResourceGroup.md

@@ -14,17 +14,17 @@ If your deployment fails and you need to clean up the resources manually, follow
 1. In the search bar at the top, type **"Resource groups"** and select it.
 2. Locate the **resource group** associated with the failed deployment.
 
-![Resource Groups](Images/resourcegroup.png)
+![Resource Groups](images/resourcegroup.png)
 
-![Resource Groups](Images/resource-groups.png)
+![Resource Groups](images/resource-groups.png)
 
 ---
 
 ## **3. Delete the Resource Group**
 1. Click on the **resource group name** to open it.
 2. Click the **Delete resource group** button at the top.
 
-![Delete Resource Group](Images/DeleteRG.png)
+![Delete Resource Group](images/DeleteRG.png)
 
 3. Type the resource group name in the confirmation box and click **Delete**.
 
@@ -40,7 +40,7 @@ If you don’t want to delete the entire resource group, follow these steps:
 3. Select the **resource** you want to delete (e.g., App Service, Storage Account).
 4. Click **Delete** at the top.
 
-![Delete Individual Resource](Images/deleteservices.png)
+![Delete Individual Resource](images/deleteservices.png)
 
 ---