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alexwolfmsftalexwolfmsft
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Initial toc refactor
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‎docs/ai/how-to/app-service-db-auth.md‎

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@@ -146,19 +146,19 @@ The following code samples require these additional libraries:
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1. Initialize a `DefaultAzureCredential` object to pick up your app's managed identity:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="tokenCredential":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="tokenCredential":::
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1. Initialize an `IMemoryStore` object for your vector database, then use it to build an `ISemanticTextMemory`:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="aiStore":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="aiStore":::
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1. Build a `Kernel` object, then import the `ISemanticTextMemory` object using the `TextMemoryPlugin`:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="addMemory":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="addMemory":::
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1. Use the `Kernel` object to invoke a prompt that includes memory recall:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="useMemory":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="useMemory":::
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## Use Key Vault to store connection secrets
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1. Initialize a `DefaultAzureCredential` object to pick up your app's managed identity:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="tokenCredential":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="tokenCredential":::
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1. Add Key Vault when building your configuration, this will map your Key Vault secrets to the `IConfigurationRoot` object:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="vaultConfig":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="vaultConfig":::
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1. Use your vector database connection string from Key Vault to initialize an `IMemoryStore` object, and then use it to build an `ISemanticTextMemory`:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="redisStore":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="redisStore":::
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1. Build a `Kernel` object, then import the `ISemanticTextMemory` object using the `TextMemoryPlugin`:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="addMemory":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="addMemory":::
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1. Use the `Kernel` object to invoke a prompt that includes memory recall:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="useMemory":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="useMemory":::
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## Use application settings to store connection secrets
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1. Add environment variables when building your configuration, this will map your connection strings to the `IConfigurationRoot` object:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="appSettingsConfig":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="appSettingsConfig":::
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1. Use your vector database connection string from app settings to initialize an `IMemoryStore` object, and then use it to build an `ISemanticTextMemory`:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="redisStore":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="redisStore":::
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1. Build a `Kernel` object, then import the `ISemanticTextMemory` object using the `TextMemoryPlugin`:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="addMemory":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="addMemory":::
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1. Use the `Kernel` object to invoke a prompt that includes memory recall:
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:::code language="csharp" source="./snippets/semantic-kernel/IdentityExamples.cs" id="useMemory":::
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:::code language="csharp" source="./snippets/hosted-app-db-auth/Program.cs.cs" id="useMemory":::
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## Related content
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‎docs/ai/how-to/snippets/hosted-app-db-auth/Program.cs‎

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using Azure.AI.OpenAI;
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using Azure.Identity;
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using Microsoft.Extensions.AI;
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using Microsoft.Extensions.Azure;
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var builder = WebApplication.CreateBuilder(args);
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// Add services to the container
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// Learn more about configuring OpenAPI at https://aka.ms/aspnet/openapi
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builder.Services.AddOpenApi();
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// DefaultAzureCredential attempts several auth flows in order until one is available
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// For example, will discover Visual Studio or Azure CLI credentials
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// in local environments and managed identity credentials in production deployments
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var credential = new DefaultAzureCredential(
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new DefaultAzureCredentialOptions
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{
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// If necessary, specify the tenant ID,
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// user-assigned identity client or resource ID, or other options
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}
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);
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// Retrieve the Azure OpenAI endpoint and deployment name
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string endpoint = builder.Configuration["AZURE_OPENAI_ENDPOINT"];
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string deployment = builder.Configuration["AZURE_OPENAI_GPT_NAME"];
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builder.Services.AddChatClient(
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new AzureOpenAIClient(new Uri(endpoint), credential)
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.AsChatClient(deployment));
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var app = builder.Build();
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// Configure the HTTP request pipeline.
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if (app.Environment.IsDevelopment())
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{
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app.MapOpenApi();
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}
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app.UseHttpsRedirection();
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app.MapGet("/test-prompt", async (IChatClient chatClient) =>
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{
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return await chatClient.CompleteAsync("Test prompt", new ChatOptions());
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})
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.WithName("Test prompt");
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app.Run();

‎docs/ai/how-to/snippets/hosted-app-db-auth/appsettings.Development.json‎

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{
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"Logging": {
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"LogLevel": {
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"Default": "Information",
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"Microsoft.AspNetCore": "Warning"
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}
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},
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"AZURE_OPENAI_ENDPOINT": "your-azure-openai-endpoint",
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"AZURE_OPENAI_GPT_NAME": "your-azure-openai-deployment-name"
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}

‎docs/ai/how-to/snippets/hosted-app-db-auth/appsettings.json‎

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{
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"Logging": {
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"LogLevel": {
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"Default": "Information",
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"Microsoft.AspNetCore": "Warning"
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}
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},
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"AllowedHosts": "*"
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}

‎docs/ai/how-to/snippets/hosted-app-db-auth/hosted-app-auth.csproj‎

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<Project Sdk="Microsoft.NET.Sdk.Web">
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<PropertyGroup>
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<TargetFramework>net9.0</TargetFramework>
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<Nullable>enable</Nullable>
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<ImplicitUsings>enable</ImplicitUsings>
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<RootNamespace>hosted_app_auth</RootNamespace>
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</PropertyGroup>
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<ItemGroup>
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<PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
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<PackageReference Include="Azure.Identity" Version="1.13.2" />
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<PackageReference Include="Microsoft.AspNetCore.OpenApi" Version="9.0.1" />
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<PackageReference Include="Microsoft.Extensions.AI" Version="9.1.0-preview.1.25064.3" />
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<PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="9.1.0-preview.1.25064.3" />
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<PackageReference Include="Microsoft.Extensions.Azure" Version="1.9.0" />
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</ItemGroup>
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</Project>

‎docs/ai/how-to/snippets/hosted-app-db-auth/hosted-app-auth.http‎

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@hosted_app_auth_HostAddress = http://localhost:5140
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GET {{hosted_app_auth_HostAddress}}/weatherforecast/
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Accept: application/json
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###

‎docs/ai/how-to/snippets/semantic-kernel/IdentityExamples.cs‎

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