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Update artificial-intelligence.md #44164

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6 changes: 3 additions & 3 deletions docs/core/extensions/artificial-intelligence.md
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Expand Up @@ -3,7 +3,7 @@ title: Artificial Intelligence in .NET (Preview)
description: Learn how to use the Microsoft.Extensions.AI library to integrate and interact with various AI services in your .NET applications.
author: IEvangelist
ms.author: dapine
ms.date: 12/17/2024
ms.date: 01/06/2025
ms.collection: ce-skilling-ai-copilot
---

Expand Down Expand Up @@ -210,7 +210,7 @@ For scenarios where the developer would like to specify delegating implementatio

<xref:Microsoft.Extensions.AI.IChatClient> implementations will typically be provided to an application via [dependency injection (DI)](dependency-injection.md). In this example, an <xref:Microsoft.Extensions.Caching.Distributed.IDistributedCache> is added into the DI container, as is an `IChatClient`. The registration for the `IChatClient` employs a builder that creates a pipeline containing a caching client (which will then use an `IDistributedCache` retrieved from DI) and the sample client. The injected `IChatClient` can be retrieved and used elsewhere in the app.

::code language="csharp" source="snippets/ai/ConsoleAI.DependencyInjection/Program.cs":::
:::code language="csharp" source="snippets/ai/ConsoleAI.DependencyInjection/Program.cs":::

The preceding example depends on the following NuGet packages:

Expand Down Expand Up @@ -251,7 +251,7 @@ You can find actual concrete implementations in the following packages:

The primary operation performed with an <xref:Microsoft.Extensions.AI.IEmbeddingGenerator`2> is embedding generation, which is accomplished with its <xref:Microsoft.Extensions.AI.IEmbeddingGenerator`2.GenerateAsync*> method.

::code language="csharp" source="snippets/ai/ConsoleAI.CreateEmbeddings/Program.cs":::
:::code language="csharp" source="snippets/ai/ConsoleAI.CreateEmbeddings/Program.cs":::

#### Custom `IEmbeddingGenerator` middleware

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