Unleash the Power of Chat GPT with AI Builder & Power Apps

Unleash the Power of Chat GPT with AI Builder & Power Apps

Table of Contents:

  1. Introduction
  2. About AI Builder 2.1 Low code integration 2.2 Pre-built and custom models
  3. Chat GPT model in AI Builder 3.1 Overview of the model 3.2 Crafting prompts 3.3 Data input and output
  4. Demo: Creating a sample app in AI Builder 4.1 Accessing the maker portal 4.2 Adding the chat GPT model 4.3 Using sample prompts 4.4 Building the app
  5. Adding another AI model 5.1 Adding the sentiment analysis model 5.2 Setting sentiment with a button 5.3 Using confidence scores for color coding
  6. Conclusion 6.1 Quick and easy AI integration 6.2 Possibilities with AI Builder

Introduction

In this article, we will Delve into the topic of the chat GPT model in AI Builder and Power Apps. We will explore the capabilities of this model and its integration into Power Platform solutions. Additionally, we will provide a quick demo that showcases the usage of the chat GPT model and its combination with another AI Builder model.

About AI Builder

AI Builder is a low code option for integrating AI into Power Apps and Power Automate. It eliminates the need for coding by offering a point-and-click interface. With AI Builder, users can utilize pre-built models or Create their own custom models. These models can be seamlessly integrated into Power Apps and Power Automate, enabling the automation and enhancement of business processes.

Chat GPT model in AI Builder

The chat GPT model, currently in preview, allows the utilization of OpenAI's text generation capabilities within Power Apps and Power Automate. By leveraging this model, users can Interact with the GPT model through crafting Prompts. This enables dynamic text generation Based on user input and retrieval of Relevant responses. The model offers endless possibilities for creating conversational experiences.

Demo: Creating a sample app in AI Builder

To demonstrate the functionalities of the chat GPT model, we will walk You through the process of creating a sample app using AI Builder. Starting from the maker portal, we will guide you in adding the chat GPT model and utilizing the provided sample prompts. We will then build the app to showcase how the model generates responses based on user input. This step-by-step demo will give you a hands-on experience of the model's capabilities.

Adding another AI model

In addition to the chat GPT model, we will explore integrating another AI Builder model into the sample app. We will add the sentiment analysis model to determine the sentiment of the generated responses. By implementing a button to set the sentiment, we can showcase how the model identifies positive or negative sentiment. The confidence scores obtained from the sentiment analysis can even be used for color coding elements within the app.

Conclusion

In conclusion, AI Builder provides a user-friendly approach to integrating AI capabilities into Power Apps and Power Automate. The chat GPT model opens up possibilities for creating interactive and dynamic conversational experiences. Through the provided demo, we have demonstrated the simplicity and power of AI Builder in combining multiple models to enhance business requests. With AI Builder, users can effortlessly leverage AI to maximize the potential of Power Platform solutions.

Highlights:

  • AI Builder offers a low code option for integrating AI into Power Apps and Power Automate.
  • The chat GPT model enables the utilization of OpenAI's text generation capabilities within Power Platform solutions.
  • Crafting prompts allow users to interact with the chat GPT model and generate dynamic responses.
  • The simplicity of AI Builder makes it easy to create sample apps and combine multiple AI models for enhanced functionality.
  • The sentiment analysis model can be seamlessly integrated to determine the sentiment of generated responses.
  • Confidence scores from the sentiment analysis can be used for color coding elements within the app, adding a visual dimension to the user experience.

FAQ:

Q: Can I use AI Builder without any coding knowledge? A: Yes, AI Builder is specifically designed for users without coding expertise. It offers a point-and-click interface, eliminating the need for extensive programming skills.

Q: Can I use pre-built models in AI Builder directly in my app? A: Yes, AI Builder provides a range of pre-built models that can be easily integrated into your Power Apps or Power Automate workflows. These models require no additional training.

Q: Can I customize the behavior of AI Builder models? A: Yes, AI Builder allows users to create custom models that can be trained based on specific requirements. This enables fine-tuning of the models to cater to unique business needs.

Q: Can AI Builder models be combined? A: Absolutely, AI Builder models are highly versatile and can be seamlessly combined to create enhanced functionalities. The integration of multiple models opens up a world of possibilities for AI-powered solutions.

Q: Can AI Builder models interact with user input in real-time? A: Yes, chat GPT model in AI Builder enables real-time interactions by responding to user input promptly. This provides a dynamic and interactive experience for end-users.

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