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https://github.com/Azure-Samples/azd-aistudio-starter
Creates an Azure AI Studio hub, project and required dependent resources including Azure Open AI Service, Cognitive Search and more.
https://github.com/Azure-Samples/azd-aistudio-starter
azd-templates azure
Last synced: 3 months ago
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Creates an Azure AI Studio hub, project and required dependent resources including Azure Open AI Service, Cognitive Search and more.
- Host: GitHub
- URL: https://github.com/Azure-Samples/azd-aistudio-starter
- Owner: Azure-Samples
- License: mit
- Created: 2024-05-02T17:11:32.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2024-09-09T20:57:13.000Z (5 months ago)
- Last Synced: 2024-09-10T01:44:22.257Z (5 months ago)
- Topics: azd-templates, azure
- Language: Bicep
- Homepage:
- Size: 133 KB
- Stars: 11
- Watchers: 10
- Forks: 13
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
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README
---
page_type: sample
languages:
- azdeveloper
- bicep
products:
- azure
urlFragment: azd-aistudio-starter
name: Azure AI Studio starter template
description: Creates an Azure AI Studio hub, project and required dependent resources including Azure OpenAI Service, Cognitive Search and more.
---
# Azure AI Studio Starter Template
### Quickstart
To learn how to get started with any template, follow the steps in [this quickstart](https://learn.microsoft.com/azure/developer/azure-developer-cli/get-started?tabs=localinstall&pivots=programming-language-nodejs) with this template(`Azure-Samples/azd-aistudio-starter`)
This quickstart will show you how to authenticate on Azure, initialize using a template, provision infrastructure and deploy code on Azure via the following commands:
```bash
# Log in to azd. Only required once per-install.
azd auth login
# First-time project setup. Initialize a project in the current directory, using this template.
azd init --template Azure-Samples/azd-aistudio-starter
# Provision and deploy to Azure
azd up
```
### Provisioned Azure Resources
This template creates everything you need to get started with Azure AI Studio:
- [AI Hub Resource](https://learn.microsoft.com/azure/ai-studio/concepts/ai-resources)
- [AI Project](https://learn.microsoft.com/azure/ai-studio/how-to/create-projects)
- [OpenAI Service](https://learn.microsoft.com/azure/ai-services/openai/)
- [Online Endpoint](https://learn.microsoft.com/azure/machine-learning/concept-endpoints-online?view=azureml-api-2)
- [AI Search Service](https://learn.microsoft.com/azure/search/) *(Optional, enabled by default)*
The provisioning will also deploy any models specified within the `./infra/ai.yaml`.
For a list of supported models see [Azure OpenAI Service Models documentation](https://learn.microsoft.com/azure/ai-services/openai/concepts/models)
The template also includes dependent resources required by all AI Hub resources:
- [Storage Account](https://learn.microsoft.com/azure/storage/blobs/)
- [Key Vault](https://learn.microsoft.com/azure/key-vault/general/)
- [Application Insights](https://learn.microsoft.com/azure/azure-monitor/app/app-insights-overview) *(Optional, enabled by default)*
- [Container Registry](https://learn.microsoft.com/azure/container-registry/) *(Optional, enabled by default)*
### Optional Configuration
- To disable AI Search, run `azd config set USE_SEARCH_SERVICE false`
- To disable Application Insights, run `azd config set USE_APPLICATION_INSIGHTS false`
- To disable Container Registry, run `azd config set USE_CONTAINER_REGISTRY false`
By default this template will use a default naming convention to prevent naming collisions within Azure.
To override default naming conventions the following can be set.
- `AZUREAI_HUB_NAME` - The name of the AI Studio Hub resource
- `AZUREAI_PROJECT_NAME` - The name of the AI Studio Project
- `AZUREAI_ENDPOINT_NAME` - The name of the AI Studio online endpoint used for deployments
- `AZURE_OPENAI_NAME` - The name of the Azure OpenAI service
- `AZURE_SEARCH_SERVICE_NAME` - The name of the Azure Search service
- `AZURE_STORAGE_ACCOUNT_NAME` - The name of the Storage Account
- `AZURE_KEYVAULT_NAME` - The name of the Key Vault
- `AZURE_CONTAINER_REGISTRY_NAME` - The name of the container registry
- `AZURE_APPLICATION_INSIGHTS_NAME` - The name of the Application Insights instance
- `AZURE_LOG_ANALYTICS_WORKSPACE_NAME` - The name of the Log Analytics workspace used by Application Insights
Run `azd config set ` after initializing the template to override the resource names
### Next Steps
Bring your code to the sample, configure the `azure.yaml` file and deploy to Azure using `azd deploy`!
## Reporting Issues and Feedback
If you have any feature requests, issues, or areas for improvement, please [file an issue](https://aka.ms/azure-dev/issues). To keep up-to-date, ask questions, or share suggestions, join our [GitHub Discussions](https://aka.ms/azure-dev/discussions). You may also contact us via [email protected].