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What can you take forward to the new project type?
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@@ -64,12 +64,12 @@ Limitations:
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- Preview Agent's state, including messages, thread, and files cannot be moved. However, you can recreate your agent using code in your new project.
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- Open-source model deployments are not yet supported in Foundry projects.
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## 1. Locate your existing AI Foundry resource
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## <aname="locate"></a> 1. Locate your existing AI Foundry resource
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Most AI Foundry users will already have an 'AI Foundry' (formerly called 'AI Services') resource, which was previously created alongside your hub-based project to access model deployments.
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> [!NOTE]
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> If you don't have an existing AI Foundry resource, most common because your hub was using Azure OpenAI for accessing model deployments, you must [create a new AI Foundry resource first](doc). You may [connect](doc) your existing Azure OpenAI resource for continued access to existing model deployments. Additional configuration steps apply for use with Agent service, see [below](#link-to-bicep-section) and [Agent standard setup](link).
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> If you don't have an existing AI Foundry resource, most common because your hub was using Azure OpenAI for accessing model deployments, you must [create a new AI Foundry resource first](./create-azure-ai-resource.md). You may [connect](./connections-add.md) your existing Azure OpenAI resource for continued access to existing model deployments. Additional configuration steps apply for use with Agent service, see [below](#link-to-bicep-section) and [Agent standard setup](../agents/concepts/standard-agent-setup).
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# [Azure AI Foundry portal](#tab/azure-ai-foundry)
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---
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## 2. Create a project to build with agents
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## <aname="create-project"></a> 2. Create a project to build with agents
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New capabilities, including Agent service, are only accessible via projects, which organize your development work as a folder for each use case. You can create multiple of them, to organize the work for use cases with similar setup and connectivity requirements.
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:::image type="content" source="../media/migrate-project/agent-playground.png" alt-text="Screenshot of agent building interface.":::
If using hub-based projects, you relied on connections to access tools, data sources or models, you can recreate those on your Foundry resource. Hub resource is no longer required to manage connections.
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If your hub based project used connections to access tools, data sources or models, you can recreate those on your upgraded Foundry resource, without the use of a hub.
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# [Azure AI Foundry portal](#tab/azure-ai-foundry)
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-**AI Foundry Portal**
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Navigate to 'management center' to [add any connections](/azure/ai-foundry/how-to/connections-add?pivots=fdp-project) to tools and data you used before in your hub-based project.
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-**Bicep templates**
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# [Azure portal](#tab/azure)
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Use either the Azure AI Foundry portal or Bicep template to add your connections.
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# [Bicep](#tab/bicep)
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If you prefer using Bicep templates, see [this repository with examples](https://github.com/azure-ai-foundry/foundry-samples/tree/main/samples/microsoft/infrastructure-setup/01-connections).
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Note that connections are now defined as instances of type *CognitiveServices/account/connections,* and *CognitiveServices/account/project/connections.* Choose account-level connections for shared access across projects.
Any code agents build using the preview of Agent service, require the following upgrades as you move to Agent service in general availability on Foundry projects:
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1. Install the [latest version](/azure/ai-foundry/agents/quickstart?pivots=programming-language-python-azure) of your preferred SDK client.
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1. Update your project client, from connecting string to Foundry APIproject. For example, in Pyton:
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1. Update your project client to use the Foundry API. Instead of a connection string, you'll now use the Azure AI Foundry project endpoint. For example, in Pyton:
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```python
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from azure.identity import DefaultAzureCredential
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## 5. (Optional) Clean up hub-based projects
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If you no longer require access to your hub-based projects, you may delete them from your Azure subscription.
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If you no longer require access to your hub-based projects, delete them from your Azure subscription.
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Reasons to keep hubs and hub-based projects around in your subscription include:
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There are some reasons you might want to keep hubs and hub-based projects around in your subscription:
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- Access to select features that are not supported yet in Foundry projects, see [this support matrix](/azure/ai-foundry/what-is-azure-ai-foundry#which-type-of-project-do-i-need).
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