OpenAI & Azure API Power Apps Integration Guide
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Power Apps
Sep 11, 2023 6:18 PM

OpenAI & Azure API Power Apps Integration Guide

by HubSite 365 about Microsoft

Software Development Redmond, Washington

External Blog Post
Citizen Developer

M365 All about AIPower AppsM365 Hot News

Discover how to integrate OpenAI and Microsoft Power Apps for next-gen applications, leveraging advanced AI systems model DALL·E 2.

In today's blog post, Microsoft shares insights on integrating Power Apps with OpenAI and Azure API Management. The main focus is on how developers can effectively utilize OpenAI’s APIs for building next-generation applications using Microsoft Power Apps. Discussion on a new AI system model, DALL·E 2, which generates realistic images from text descriptions, is a significant part of the text.

The article elaborates on the concept of OpenAI and their current most popular model, GPT-3. The power of DALL·E 2, another AI model capable of creating images from text descriptions, is also discussed in detail. Power Apps integration with OpenAI and Azure API Management is at the center, demonstrating the process of leveraging DALL·E 2 to create realistic images.

The article also explores the importance and functionality of Azure API Management. It provides a step-wise guide on how to add OpenAI’s API into your Azure API Management instance. The addition and configuration of request Body and response to the API, as well as securing the API with authentication keys are part of this procedure. The post finally takes the readers through the process of creating a custom connector via Azure API Management and how to call your API via Power Apps.

Deep Dive: Power Apps and OpenAI Integration

Power Apps and OpenAI integration offer a predictable and secure way of building applications. Leveraging the power of AI models such as DALL·E 2, developers can build applications that generate images from text descriptions, enabling dynamic and realistic visualizations. Azure API Management plays a significant role in securely exposing OpenAI's API to the Microsoft Power Platform.

Azure API Management has grown in popularity due to its ability to provide consistent and modern API gateways for back-end services. It has become a crucial tool for organizations needing to manage, deploy, and monitor APIs securely. Microsoft guides developers through completing this integration process within their post, underscoring the simplicity and practicality of these tools in creating next-gen applications.

Ultimately, the integration of Power Apps with OpenAI and Azure API Management is a transformative approach towards building dynamic and visually impressive applications. An example procedure included in the guide shows how simple tasks, like image creation from text descriptions, can be achieved with ease. This user-friendly and forward-looking approach stands as an example of the potential for this technology in application development.

 

Read the full article Integrating Power Apps with OpenAI & Azure API Management: A Guide

Learn about Integrating Power Apps with OpenAI & Azure API Management: A Guide

The source text focuses on the integration of Power Apps with OpenAI and Azure API Management. It begins by pointing out the rising interest in artificial intelligence (AI) and more specifically, ChatGPT and OpenAI. The author advocates using OpenAI's APIs to develop next-generation applications using Microsoft Power Apps. One particular use case is employing DALL·E 2, an AI system model, to generate realistic images and art using natural language text descriptions.

  • OpenAI is an AI research and development firm offering a variety of models for understanding or generating natural language or code. These can be utilized for various tasks such as content generation, semantic search, and classification.
  • DALL·E 2, a 12-billion parameter variant of GPT-3, creates realistic images from text descriptions, employing a text–image pair dataset.
  • Azure API Management is intended to securely expose OpenAI's API to the Microsoft Power Platform, assisting in building a Power App that takes advantage of OpenAI's trained model, DALL·E 2, to generate images from text descriptions.

APIs are positioned at the convergence of business, products, and technology, transforming the way businesses interact with each other and provide value to their customers. Therefore, securely managing, deploying, monitoring, and sharing Web APIs is crucial to organizations.

 

More links on about Integrating Power Apps with OpenAI & Azure API Management: A Guide

Use the text generation model in Power Apps (preview)
Jul 13, 2023 — Add an AI model as a data source · Sign in to Power Apps. · On the left navigation pane, select Apps. · On the menu at the top, select + New app > ...
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Feb 15, 2023 — Build next-gen apps with OpenAI and Microsoft Power Platform · Step 1: Add OpenAI's API into your Azure API Management instance · Step 2: ...
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Jun 5, 2023 — Learn how to integrate Power Apps with Azure Machine Learning & OpenAI using Power Automate through a Health Expense Planner Application.

Keywords

Microsoft Power Apps development, OpenAI integration with Azure API Management, Using DALL·E 2 with Power Platform, Building next-gen applications using OpenAI, OpenAI's API in Microsoft Power Apps.