Refreshes how-to-integrate-with-inference-skds.md

Author: jonburchel

articles/ai-foundry/foundry-local/how-to/how-to-integrate-with-inference-sdks.md

@@ -8,7 +8,7 @@ ms.custom: build-2025
 ms.topic: how-to
 ms.author: jburchel
 ms.reviewer: samkemp
-ms.date: 07/03/2025
+ms.date: 10/01/2025
 zone_pivot_groups: foundry-local-sdk
 author: jonburchel
 reviewer: samuel100
@@ -18,11 +18,11 @@ reviewer: samuel100
 
 [!INCLUDE [foundry-local-preview](./../includes/foundry-local-preview.md)]
 
-Foundry Local integrates with various inferencing SDKs - such as OpenAI, Azure OpenAI, Langchain, etc. This guide shows you how to connect your applications to locally running AI models using popular SDKs.
+Foundry Local integrates with inference SDKs such as OpenAI, Azure OpenAI, and LangChain. This article shows you how to connect your app to local AI models using popular SDKs.
 
 ## Prerequisites
 
-- Foundry Local installed. See the [Get started with Foundry Local](../get-started.md) article for installation instructions.
+- Install Foundry Local. See [Get started with Foundry Local](../get-started.md) for instructions.
 
 ::: zone pivot="programming-language-python"
 [!INCLUDE [Python](../includes/integrate-examples/python.md)]
@@ -31,10 +31,10 @@ Foundry Local integrates with various inferencing SDKs - such as OpenAI, Azure O
 [!INCLUDE [JavaScript](../includes/integrate-examples/javascript.md)]
 ::: zone-end
 ::: zone pivot="programming-language-csharp"
-[!INCLUDE [JavaScript](../includes/integrate-examples/csharp.md)]
+[!INCLUDE [C#](../includes/integrate-examples/csharp.md)]
 ::: zone-end
 ::: zone pivot="programming-language-rust"
-[!INCLUDE [JavaScript](../includes/integrate-examples/rust.md)]
+[!INCLUDE [Rust](../includes/integrate-examples/rust.md)]
 ::: zone-end
 
 ## Next steps