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Merge branch 'dev' into psl-US-41954
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.github/workflows/deploy-KMGeneric.yml

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az deployment group create \
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--resource-group ${{ env.RESOURCE_GROUP_NAME }} \
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--template-file infra/main.bicep \
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--parameters solutionName=${{env.SOLUTION_PREFIX}} location="${{ env.AZURE_LOCATION }}" contentUnderstandingLocation="swedencentral" secondaryLocation="${{ env.AZURE_LOCATION }}" gptDeploymentCapacity=150 aiServiceLocation="${{ env.AZURE_LOCATION }}" createdBy="Pipeline" tags="{'Purpose':'Deploying and Cleaning Up Resources for Validation','CreatedDate':'$current_date'}"
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--parameters solutionName=${{env.SOLUTION_PREFIX}} location="${{ env.AZURE_LOCATION }}" secondaryLocation="${{ env.AZURE_LOCATION }}" gptDeploymentCapacity=150 aiServiceLocation="${{ env.AZURE_LOCATION }}" createdBy="Pipeline" tags="{'Purpose':'Deploying and Cleaning Up Resources for Validation','CreatedDate':'$current_date'}"
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.github/workflows/deploy-v2.yml

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- 'australiaeast'
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- 'eastus'
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- 'eastus2'
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- 'francecentral'
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- 'japaneast'
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- 'swedencentral'
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- 'uksouth'

documents/AVMPostDeploymentGuide.md

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<Storage-Account-Name> <Storage-Container-Name> \
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<SQL-Server-Name> <SQL-Database-Name> <Backend-User-MID-Client-ID> <Backend-User-MID-Display-Name> \
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<AI-Search-Name> <Search-Endpoint> \
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<AI-Foundry-Resource-ID> <CU-Foundry-Resource-ID> \
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<AI-Foundry-Resource-ID> \
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<OpenAI-Endpoint> <Embedding-Model> <Deployment-Model> \
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<CU-Endpoint> <CU-API-Version> <AI-Agent-Endpoint> <Solution-Name>
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```

documents/CustomizeData.md

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<Storage-Account-Name> <Storage-Container-Name> \
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<SQL-Server-Name> <SQL-Database-Name> <Backend-User-MID-Client-ID> <Backend-User-MID-Display-Name> \
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<AI-Search-Name> <Search-Endpoint> \
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<AI-Foundry-Resource-ID> <CU-Foundry-Resource-ID> \
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<AI-Foundry-Resource-ID> \
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<OpenAI-Endpoint> <Embedding-Model> <Deployment-Model> \
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<CU-Endpoint> <CU-API-Version> <AI-Agent-Endpoint> <Solution-Name>
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```

documents/CustomizingAzdParameters.md

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| ----------------------------------------- | ------- | ------------------------ | -------------------------------------------------------------------------- |
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| `AZURE_LOCATION` | string | ` ` | Sets the Azure region for resource deployment. |
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| `AZURE_ENV_NAME` | string | `env_name` | Sets the environment name prefix for all Azure resources. |
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| `AZURE_ENV_CU_LOCATION` | string | `swedencentral` | Specifies the region for content understanding resources. |
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| `AZURE_ENV_AI_SERVICE_LOCATION` | string | `eastus2` | Specifies the Azure AI service location. |
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| `AZURE_ENV_SECONDARY_LOCATION` | string | `eastus2` | Specifies a secondary Azure region. |
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| `AZURE_ENV_MODEL_DEPLOYMENT_TYPE` | string | `GlobalStandard` | Defines the model deployment type (allowed: `Standard`, `GlobalStandard`). |
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| `AZURE_ENV_GPT_MODEL_NAME` | string | `gpt-4o-mini` | Specifies the GPT model name (e.g., `gpt-4`, `gpt-4o-mini`). |
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| `AZURE_ENV_GPT_MODEL_VERSION` | string | `2024-07-18` | Sets the Azure model version (allowed: `2024-08-06`, etc.). |
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| `AZURE_ENV_MODEL_DEPLOYMENT_TYPE` | string | `GlobalStandard` | Defines the model deployment type (allowed: `Standard`, `GlobalStandard`). **Note:** The `azd` location-picker filters regions using the `usageName` metadata on `aiServiceLocation` in `infra/main.bicep` (currently `OpenAI.GlobalStandard.gpt-4o-mini,150`). If you set this to `Standard`, also edit that metadata to `OpenAI.Standard.gpt-4o-mini,150` so the picker shows the correct subset of regions, since `gpt-4o-mini` Standard (regional) availability differs from Global Standard. |
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| `AZURE_ENV_GPT_MODEL_NAME` | string | `gpt-4o-mini` | Specifies the GPT model name (e.g., `gpt-4o-mini`, `gpt-4.1`, etc.). |
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| `AZURE_ENV_GPT_MODEL_VERSION` | string | `2024-07-18` | Sets the Azure model version (e.g., `2024-07-18`, etc.). |
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| `AZURE_ENV_GPT_MODEL_CAPACITY` | integer | `30` | Sets the GPT model capacity. |
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| `AZURE_ENV_EMBEDDING_MODEL_NAME` | string | `text-embedding-3-small` | Sets the name of the embedding model to use. |
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| `AZURE_ENV_IMAGE_TAG` | string | `latest_afv2` | Sets the image tag (`latest_afv2`, `dev`, `hotfix`, etc.). |

documents/DeploymentGuide.md

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<Storage-Account-Name> <Storage-Container-Name> \
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<SQL-Server-Name> <SQL-Database-Name> <Backend-User-MID-Client-ID> <Backend-User-MID-Display-Name> \
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<AI-Search-Name> <Search-Endpoint> \
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<AI-Foundry-Resource-ID> <CU-Foundry-Resource-ID> \
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<AI-Foundry-Resource-ID> \
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<OpenAI-Endpoint> <Embedding-Model> <Deployment-Model> \
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<CU-Endpoint> <CU-API-Version> <AI-Agent-Endpoint> <Use-Case> <Solution-Name>
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```
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- **Storage Parameters:** Storage account name and container name
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- **SQL Parameters:** SQL server name, database name, backend user managed identity client ID and display name
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- **Search Parameters:** AI Search service name and endpoint
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- **AI Foundry Parameters:** AI Foundry resource ID and Content Understanding Foundry resource ID
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- **AI Foundry Parameters:** AI Foundry resource ID
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- **OpenAI Parameters:** OpenAI endpoint, embedding model name, and deployment model name
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- **Content Understanding Parameters:** CU endpoint, AI agent endpoint, CU API version
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- **Content Understanding Parameters:** CU endpoint, CU API version, AI agent endpoint
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- **Use Case:** Either `telecom` or `IT_helpdesk`
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- **Solution Parameters:** Solution deployment name
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documents/Images/AddDetails.png

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documents/Images/AddPlatform.png

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documents/Images/Web.png

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documents/QuotaCheck.md

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```
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### 📌 Default Regions:
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```
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eastus, uksouth, eastus2, northcentralus, swedencentral, westus, westus2, southcentralus, canadacentral
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eastus, eastus2, australiaeast, uksouth, swedencentral, westus, westus3, japaneast, southcentralus, westeurope
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```
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### Usage Scenarios:
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- No parameters passed → Default models and capacities will be checked in default regions.

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