Merge pull request #258050 from lgayhardt/patch-236

Change Prompt to prompt how-to-use-retrieval-augmented-generation.md

Author: prmerger-automator[bot]

articles/machine-learning/how-to-use-retrieval-augmented-generation.md

@@ -15,7 +15,7 @@ ms.custom: prompt
 
 # Get started with RAG using a prompt flow sample (preview)
 
-In this tutorial, you'll learn how to use RAG by creating a prompt flow. A prompt is an input, a text command or a question provided to an AI model, to generate desired output like content or answer. The process of crafting effective and efficient prompts is called prompt design or prompt engineering. [Prompt flow](https://techcommunity.microsoft.com/t5/ai-machine-learning-blog/harness-the-power-of-large-language-models-with-azure-machine/ba-p/3828459) is the interactive editor of Azure Machine Learning for prompt engineering projects. To get started, you can create a prompt flow sample, which uses RAG from the samples gallery in Azure Machine Learning. You can use this sample to learn how to use Vector Index in a prompt flow. 
+In this tutorial, you'll learn how to use RAG by creating a prompt flow. A prompt is an input, a text command or a question provided to an AI model, to generate desired output like content or answer. The process of crafting effective and efficient prompts is called prompt design or prompt engineering. [prompt flow](https://techcommunity.microsoft.com/t5/ai-machine-learning-blog/harness-the-power-of-large-language-models-with-azure-machine/ba-p/3828459) is the interactive editor of Azure Machine Learning for prompt engineering projects. To get started, you can create a prompt flow sample, which uses RAG from the samples gallery in Azure Machine Learning. You can use this sample to learn how to use Vector Index in a prompt flow. 
 
 [!INCLUDE [machine-learning-preview-generic-disclaimer](includes/machine-learning-preview-generic-disclaimer.md)]
 
@@ -43,7 +43,7 @@ In your Azure Machine Learning workspace, you can enable prompt flow by turn-on
 
 :::image type="content" source="./media/how-to-use-retrieval-augmented-generation/view-detail.png" alt-text="Screenshot showing view details button on the prompt flow sample.":::
 
-4. Read the instructions and select **Clone** to create a Prompt flow in your workspace.
+4. Read the instructions and select **Clone** to create a prompt flow in your workspace.
 
 :::image type="content" source="./media/how-to-use-retrieval-augmented-generation/clone.png" alt-text="Screenshot showing instructions and clone button on the prompt flow sample.":::