Unlock the Potential of Azure OpenAI Service with AI Builder

Table of Contents

1. Introduction to AI Builder
2. What is AI Builder?
3. Understanding the Microsoft AI Stack
4. AI Builder in the Power Platform Suite
5. Azure Open AI Service Integration
6. Generative AI with AI Builder
7. Simplified Prompt Engineering in Power Automate
8. Adding AI Builder to Power Apps
9. Successful Use Cases of AI Builder
10. Availability and Rollout of AI Builder

Introduction to AI Builder

Artificial Intelligence (AI) has become a powerful tool in many industries, enabling businesses to automate processes, gain insights, and provide personalized experiences to their customers. With the rise of low code and no code platforms, AI has become more accessible to non-technical users. One such platform is AI Builder, which is part of the Microsoft Power Platform. In this article, we will explore the capabilities of AI Builder, its integration with other AI services, and its potential use cases. We will also discuss the rollout of AI Builder and how you can start using it.

What is AI Builder?

AI Builder is a no code AI capability within the Microsoft Power Platform. It provides a collection of pre-built models that can be easily integrated into workflows and applications. These models cover a range of functionalities, including sentiment analysis, text classification, language translation, and more. Additionally, AI Builder allows users to bring their own data and create customizable models to fit their specific business needs. With AI Builder, non-technical users can harness the power of AI without the need for coding or data science expertise.

Understanding the Microsoft AI Stack

Before diving deeper into AI Builder, it's important to understand where it fits within the Microsoft AI Stack. At the bottom of the stack is the Azure Machine Learning platform, designed for data scientists to build custom models. Above that is the Azure AI service, also known as cognitive services, which offers pre-trained models for vision, speech, language, and decision-making. AI Builder sits at the top layer, providing a no code AI experience for citizen developers. It offers additional capabilities, such as document processing and sentiment analysis, to empower users in the Power Platform Suite.

AI Builder in the Power Platform Suite

The Power Platform Suite includes various tools and services aimed at enabling citizen developers to create low code and no code solutions. AI Builder seamlessly integrates into this suite, allowing users to leverage the power of AI in their applications and workflows. Whether you're using Power Apps or Power Automate (formerly known as Flow), AI Builder can be added as a native AI capability. With over 900 connectors available in the Power Platform, including integration with Azure AI services, users have the flexibility to extend the functionality of AI Builder.

Azure Open AI Service Integration

One of the exciting features of AI Builder is its integration with Azure Open AI service. This integration opens up new possibilities with generative AI, enabling users to leverage Large Language Models within the AI Builder stack. The Azure Open AI service provides powerful language generation capabilities and AI Builder makes it accessible to users through a simplified prompt engineering interface. Users can create prompts, which act as instructions for the model, and generate AI-generated content based on those prompts.

Simplified Prompt Engineering in Power Automate

Prompt engineering is a crucial aspect of working with AI models. With AI Builder integrated into Power Automate, users can easily create prompts and interact with the model using natural language. The Power Automate interface provides a playground where users can experiment with prompts, leveraging predefined templates as inspiration. These templates offer suggestions for various use cases, such as sentiment analysis, content summarization, and text classification. Users can modify these templates or start fresh to create their own prompts.

Adding AI Builder to Power Apps

In addition to Power Automate, AI Builder can be seamlessly added to Power Apps. Users can incorporate AI Builder models into their Power Apps by utilizing the AI connector in the app's data section. By calling the predict function on the AI Builder model, users can interact with the model and receive responses based on their queries. The Power Apps interface also allows users to specify additional parameters, such as tone, style, and token count, to customize the output generated by the model.

Successful Use Cases of AI Builder

The possibilities with AI Builder are endless. Users can leverage its capabilities in various scenarios, including sentiment analysis, translation, content summarization, and text classification. AI Builder can assist with customer support by generating responses to queries, automate content creation by summarizing articles or documents, and even aid in Data Extraction from text. The flexibility of AI Builder allows users to explore different use cases and unleash their creativity in finding innovative solutions to business challenges.

Availability and Rollout of AI Builder

AI Builder is currently available in a phased rollout. Initially, the experience is limited to US audiences, but it will gradually expand to other regions. Users can access the AI Builder experience by visiting aka.ms/try. As AI Builder is still in the preview phase, Microsoft is continuously learning and improving its capabilities. To ensure responsible usage, it is recommended to incorporate human inspection or approval steps when generating AI-generated content. The availability of AI Builder is governed by an Azure AI Builder credit mechanism, similar to other Azure AI models.

Conclusion

AI Builder provides a no code AI experience within the Microsoft Power Platform, empowering non-technical users to harness the power of AI. With its integration with Azure Open AI service, AI Builder enables generative AI capabilities and simplified prompt engineering. Users can easily add AI Builder to their Power Automate workflows and Power Apps, creating intelligent and personalized experiences for their users. The phased rollout of AI Builder ensures that users can start using it today, with gradual expansion to more regions. The possibilities with AI Builder are endless, and users are encouraged to experiment and discover new use cases.