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articles/ai-services/content-understanding/tutorial/RAG-tutorial.md

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@@ -42,11 +42,6 @@ To get started, you need **An active Azure subscription**. If you don't have an
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- **API Version:** This tutorial uses the latest preview [API version](https://review.learn.microsoft.com/en-us/rest/api/contentunderstanding/operation-groups?view=rest-contentunderstanding-2024-12-01-preview&preserve-view=true): `2024-12-01-preview`.
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- **Python Environment:** Install [Python 3.11](https://www.python.org/downloads/) to execute the provided code samples and scripts.
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- This tutorial follows this sample code can be found in this [Python notebook]((https://github.com/Azure-Samples/azure-ai-search-with-content-understanding-python#samples)). Follow this [README]() to create essential resources, grant resources the right Access control(IAM) roles and install all packages needed for this tutorial.
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- Additionally, this tutorial utilizes the cURL command-line tool for API interactions. If it is not already installed, you can download it for your development environment:
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- [Windows](https://curl.haxx.se/windows/)
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- [Mac or Linux](https://learn2torials.com/thread/how-to-install-curl-on-mac-or-linux-(ubuntu)-or-windows)
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* The [multimodal data]() used in this tutorial includes sample documents, including documents, images, audio and video designed to guide you through the process of building a robust RAG solution with Azure AI Content Understanding.
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## Extracting Data with Content Understanding: Key Concepts

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