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@@ -36,22 +36,10 @@ You can run this template virtually by using GitHub Codespaces. The button will
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1. Open the template (this may take several minutes):
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[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](placeholder)
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[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/Azure-Samples/rag-postgres-openai-python)
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2. Open a terminal window
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3. Sign in to your Azure account:
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```shell
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azd auth login
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```
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4. Provision the resources and deploy the code:
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```shell
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azd up
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```
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You will be asked to select two locations, first a region for most of the resources (Container Apps, PostgreSQL), then a region specifically for the Azure OpenAI models. This project uses the gpt-3.5-turbo (version 0125) and text-embedding-ada-002 models which may not be available in all Azure regions. Check for [up-to-date region availability](https://learn.microsoft.com/azure/ai-services/openai/concepts/models#standard-deployment-model-availability) and select a region accordingly.
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3. Continue with the [deployment steps](#deployment)
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### VS Code Dev Containers
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[![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](placeholder)
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3. In the VS Code window that opens, once the project files show up (this may take several minutes), open a terminal window.
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4. Continue with the [deployment steps](#deployment)
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### Local Environment
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azd up
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```
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This project uses gpt-3.5-turbo and text-embedding-ada-002 which may not be available in all Azure regions. Check for [up-to-date region availability](https://learn.microsoft.com/azure/ai-services/openai/concepts/models#standard-deployment-model-availability) and select a region during deployment accordingly.
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You will be asked to select two locations, first a region for most of the resources (Container Apps, PostgreSQL), then a region specifically for the Azure OpenAI models. This project uses the gpt-3.5-turbo (version 0125) and text-embedding-ada-002 models which may not be available in all Azure regions. Check for [up-to-date region availability](https://learn.microsoft.com/azure/ai-services/openai/concepts/models#standard-deployment-model-availability) and select a region accordingly.
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## Local Development
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