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content/en/docs/appstore/use-content/platform-supported-content/modules/genai/_index.md

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#### Familiar with GenAI
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If you are already familiar with GenAI and want to start building, refer to [How to Build Smarter Apps Using GenAI](/appstore/modules/genai/using-genai/) guide to start building your first GenAI-powered application and access further supportive resources.
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If you are already familiar with GenAI and want to start building, refer to [How to Build Smarter Apps Using GenAI](/appstore/modules/genai/how-to/) guide to start building your first GenAI-powered application and access further supportive resources.
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#### New to GenAI
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content/en/docs/appstore/use-content/platform-supported-content/modules/genai/concepts/_index.md

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---
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title: "Get Started with Generative AI"
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title: "GenAI Concepts"
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url: /appstore/modules/genai/get-started/
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linktitle: "Get Started with GenAI"
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linktitle: "GenAI Concepts"
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weight: 20
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description: "Describes the concepts behind generative AI and what you might implement with it."
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aliases:

content/en/docs/appstore/use-content/platform-supported-content/modules/genai/using_genai/_index.md renamed to content/en/docs/appstore/use-content/platform-supported-content/modules/genai/how-to/_index.md

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---
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title: "How to Build Smarter Apps Using GenAI"
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url: /appstore/modules/genai/using-genai/
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url: /appstore/modules/genai/how-to/
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linktitle: "How to Build Smarter Apps using GenAI"
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weight: 10
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description: "Tutorial on how to get started with GenAI for Smarter Apps"
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### Additional Resources
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* Basic documentation on [Get Started with Generative AI](/appstore/modules/genai/get-started/) is an essential resource for anyone beginning their GenAI journey.
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* Basic documentation on [GenAI Concepts](/appstore/modules/genai/get-started/) is an essential resource for anyone beginning their GenAI journey.
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* The [GenAI For Mendix](https://marketplace.mendix.com/link/component/227931) is a bundle containing [GenAI Commons](/appstore/modules/genai/commons/), [Conversational UI](/appstore/modules/genai/conversational-ui/), and the [Mendix Cloud GenAI Resource Packs](/appstore/modules/genai/MxGenAI/) offering a comprehensive overview of the technical aspects.
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* The [OpenAI](/appstore/modules/genai/openai/) provides essential information about the OpenAI connector.
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* The [Amazon Bedrock](/appstore/modules/aws/amazon-bedrock/) provides key information about the AWS Bedrock connector.

content/en/docs/appstore/use-content/platform-supported-content/modules/genai/using_genai/integrate_function_calling.md renamed to content/en/docs/appstore/use-content/platform-supported-content/modules/genai/how-to/integrate_function_calling.md

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title: "Integrate Function Calling into Your Mendix App"
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url: /appstore/modules/genai/using-genai/howto-functioncalling/
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url: /appstore/modules/genai/how-to/howto-functioncalling/
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linktitle: "Integrating Function Calling"
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weight: 30
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description: "This document guides you through integrating and implementing function calling in your Mendix application to enhance functionality."
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---
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## Introduction
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This document explains how to use function calling in your smart app. To do this, you can use your existing app or or follow the [Build a Smart App from a Blank GenAI App](/appstore/modules/genai/using-genai/blank-app/) guide to start from scratch, as demonstrated in the sections below.
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This document explains how to use function calling in your smart app. To do this, you can use your existing app or follow the [Build a Smart App from a Blank GenAI App](/appstore/modules/genai/how-to/blank-app/) guide to start from scratch, as demonstrated in the sections below.
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Through this document, you will:
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Before integrating function calling into your app, make sure you meet the following requirements:
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* An existing app: To simplify your first use case, start building from a preconfigured set up [Blank GenAI Starter App](https://marketplace.mendix.com/link/component/227934). For more information, see [Build a Chatbot from Scratch Using the Blank GenAI App](/appstore/modules/genai/using-genai/blank-app/).
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* An existing app: To simplify your first use case, start building from a preconfigured set up [Blank GenAI Starter App](https://marketplace.mendix.com/link/component/227934). For more information, see [Build a Chatbot from Scratch Using the Blank GenAI App](/appstore/modules/genai/how-to/blank-app/).
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* Installation: Install the [GenAI For Mendix](https://marketplace.mendix.com/link/component/227931) bundle from the Mendix marketplace. If you start with the Blank GenAI App, skip this installation.
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### Optional: Changing the System Prompt {#edit-systemprompt}
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Optionally, you can change the system prompt to provide the model additional instructions, for example, the tone of voice. Therefore, follow a similar approach described in the [Build a Chatbot from Scratch Using the Blank GenAI App](/appstore/modules/genai/using-genai/blank-app/#changing-system-prompt).
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Optionally, you can change the system prompt to provide the model additional instructions, for example, the tone of voice. Therefore, follow a similar approach described in the [Build a Chatbot from Scratch Using the Blank GenAI App](/appstore/modules/genai/how-to/blank-app/#changing-system-prompt).
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1. Open the copied `ACT_FullScreenChat_Open` microflow from your `MyFirstBot` module.
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2. Locate the **New Chat** action.
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## Testing and Troubleshooting {#testing-troubleshooting}
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Before testing, ensure that you have completed the Mendix Cloud GenAI, OpenAI, or Bedrock configuration as described in the [Build a Chatbot from Scratch Using the Blank GenAI App](/appstore/modules/genai/using-genai/blank-app/), particularly the [Infrastructure Configuration](/appstore/modules/genai/using-genai/blank-app/#config) section.
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Before testing, ensure that you have completed the Mendix Cloud GenAI, OpenAI, or Bedrock configuration as described in the [Build a Chatbot from Scratch Using the Blank GenAI App](/appstore/modules/genai/how-to/blank-app/), particularly the [Infrastructure Configuration](/appstore/modules/genai/how-to/blank-app/#config) section.
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To test the Chatbot, go to the **Home** icon to open the chatbot interface. Start interacting with your chatbot by typing in the chat box.
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For example, type—`Write a message to my colleague Max asking about a meeting to discuss the content for our next GenAI how-to.` or `How many bank holidays do I have in December?`

content/en/docs/appstore/use-content/platform-supported-content/modules/genai/using_genai/start_from_a_starter_app.md renamed to content/en/docs/appstore/use-content/platform-supported-content/modules/genai/how-to/start_from_a_starter_app.md

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title: "Build a Chatbot Using the AI Bot Starter App"
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url: /appstore/modules/genai/using-genai/starter-template
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url: /appstore/modules/genai/how-to/starter-template
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linktitle: "Build a Chatbot Using the AI Bot Starter App"
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description: "A tutorial that describes how to get started building a smart app with a starter template"
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## Introduction
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This document guides on building a smart app using a starter template. Alternatively, you can create your smart app from scratch using a blank GenAI app template. For more details, see [Build a Smart App from a Blank GenAI App](/appstore/modules/genai/using-genai/blank-app/).
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This document guides on building a smart app using a starter template. Alternatively, you can create your smart app from scratch using a blank GenAI app template. For more details, see [Build a Smart App from a Blank GenAI App](/appstore/modules/genai/how-to/blank-app/).
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### Prerequisites
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content/en/docs/appstore/use-content/platform-supported-content/modules/genai/using_genai/start_from_blank_app.md renamed to content/en/docs/appstore/use-content/platform-supported-content/modules/genai/how-to/start_from_blank_app.md

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title: "Build a Chatbot from Scratch Using the Blank GenAI App"
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url: /appstore/modules/genai/using-genai/blank-app
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url: /appstore/modules/genai/how-to/blank-app
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linktitle: "Build a Chatbot Using the Blank GenAI App"
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description: "A tutorial that describes how to get started building a smart app from a Blank GenAI App"
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## Introduction
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This document guides you on building a smart app from scratch using a blank GenAI app template. Alternatively, you can use a starter app template to begin your build. For more details, see [Build a Smart App Using a Starter Template](/appstore/modules/genai/using-genai/starter-template/).
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This document guides you on building a smart app from scratch using a blank GenAI app template. Alternatively, you can use a starter app template to begin your build. For more details, see [Build a Smart App Using a Starter Template](/appstore/modules/genai/how-to/starter-template/).
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### Prerequisites
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content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/mendix-cloud-grp.md

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### Read More
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* [Enrich your Mendix app with GenAI capabilities](/appstore/modules/genai/)
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* [Build a Chatbot Using the AI Bot Starter App](/appstore/modules/genai/using-genai/starter-template/)
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* [Build a Chatbot Using the AI Bot Starter App](/appstore/modules/genai/how-to/starter-template/)

content/en/docs/appstore/use-content/platform-supported-content/modules/genai/reference-guide/genai-for-mendix/conversational-ui.md

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* Create a chat interface for users to chat with Large Language Models (LLM).
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* Allow users to switch between different implementations by switching providers.
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* Include advanced capabilities to control the model's behavior, for example, by setting the temperature parameter.
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* Easily extend the chat interface with advanced concepts, such as RAG or the ReAct pattern. For more information, see [Get Started with Generative AI](/appstore/modules/genai/get-started/).
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* Easily extend the chat interface with advanced concepts, such as RAG or the ReAct pattern. For more information, see [GenAI Concepts](/appstore/modules/genai/get-started/).
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### Features {#features}
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