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Merge pull request #1378 from sdgilley/sdg-release-update-code-qs-tutorial
Modify tutorial part 3.
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articles/ai-studio/quickstarts/get-started-code.md

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---
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title: Get started building a chat app using the Azure AI SDK
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title: Get started building a chat app using the Azure AI Foundry SDK
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titleSuffix: Azure AI Studio
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description: This article provides instructions on how to build a custom chat app in Python using the Azure AI SDK.
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manager: scottpolly
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ms.service: azure-ai-studio
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ms.custom: build-2024, devx-track-azurecli, devx-track-python
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ms.topic: how-to
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ms.date: 10/31/2024
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ms.date: 11/07/2024
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ms.reviewer: dantaylo
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ms.author: sgilley
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author: sdgilley
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---
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# Build a custom chat app in Python using Azure AI SDK
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# Build a custom chat app in Python using Azure AI Foundry SDK
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[!INCLUDE [feature-preview](../includes/feature-preview.md)]
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articles/ai-studio/tutorials/copilot-sdk-build-rag.md

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title: "Part 2: Build a custom chat app with the Azure AI SDK"
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title: "Part 2: Build a custom chat app with the Azure AI Foundry SDK"
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titleSuffix: Azure AI Studio
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description: Learn how to build a RAG-based chat app using the Azure AI SDK. This tutorial is part 2 of a 3-part tutorial series.
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description: Learn how to build a RAG-based chat app using the Azure AI Foundry SDK. This tutorial is part 2 of a 3-part tutorial series.
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manager: scottpolly
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ms.service: azure-ai-studio
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ms.topic: tutorial
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#customer intent: As a developer, I want to learn how to use the prompt flow SDK so that I can build a RAG-based chat app.
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# Tutorial: Part 2 - Build a custom chat application with the Azure AI SDK
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# Tutorial: Part 2 - Build a custom chat application with the Azure AI Foundry SDK
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In this tutorial, you use the Azure AI SDK (and other libraries) to build, configure, evaluate, and deploy a chat app for your retail company called Contoso Trek. Your retail company specializes in outdoor camping gear and clothing. The chat app should answer questions about your products and services. For example, the chat app can answer questions such as "which tent is the most waterproof?" or "what is the best sleeping bag for cold weather?".
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In this tutorial, you use the Azure AI Foundry SDK (and other libraries) to build, configure, evaluate, and deploy a chat app for your retail company called Contoso Trek. Your retail company specializes in outdoor camping gear and clothing. The chat app should answer questions about your products and services. For example, the chat app can answer questions such as "which tent is the most waterproof?" or "what is the best sleeping bag for cold weather?".
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This part two shows you how to enhance a basic chat application by adding [retrieval augmented generation (RAG)](../concepts/retrieval-augmented-generation.md) to ground the responses in your custom data. Retrieval Augmented Generation (RAG) is a pattern that uses your data with a large language model (LLM) to generate answers specific to your data. In this part two, you learn how to:
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articles/ai-studio/tutorials/copilot-sdk-create-resources.md

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title: "Part 1: Create resources to build a custom chat app"
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titleSuffix: Azure AI Studio
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description: Build a custom chat app using the prompt flow SDK. Part 1 of a 3-part tutorial series, which shows how to create the resources you'll need for parts 2 and 3.
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description: Build a custom chat app using the Azure AI Foundry SDK. Part 1 of a 3-part tutorial series, which shows how to create the resources you'll need for parts 2 and 3.
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manager: scottpolly
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ms.service: azure-ai-studio
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ms.topic: tutorial
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#customer intent: As a developer, I want to learn how to use the prompt flow SDK so that I can build a RAG-based chat app.
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---
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# Tutorial: Part 1 - Create resources for building a custom chat application with the prompt flow SDK
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# Tutorial: Part 1 - Create resources for building a custom chat application with the Azure AI Foundry SDK
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In this tutorial, you use the Azure AI SDK (and other libraries) to build, configure, evaluate, and deploy a chat app for your retail company called Contoso Trek. Your retail company specializes in outdoor camping gear and clothing. The chat app should answer questions about your products and services. For example, the chat app can answer questions such as "which tent is the most waterproof?" or "what is the best sleeping bag for cold weather?".
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