Integrating with OpenAI

In this chapter, we will explore how to integrate advanced AI capabilities into your applications using OpenAI’s powerful language models. You will learn to set up the Azure OpenAI service and deploy models, laying the foundation for integrating AI into your applications. By implementing AI-enhanced features in web applications, such as smart-pasting and smart text areas, you will enhance the user experience with intelligent data processing and content generation. Additionally, you’ll build and integrate a ChatGPT-like chatbot for interactive AI-driven conversations. Finally, you will enable seamless data analysis by connecting your Azure OpenAI service to an existing Azure Search service data index.

Before we dive into recipes, it’s crucial to highlight the ethical implications of using AI models, particularly concerning user data. In some cases, by using and deploying AI models, you consent to training those models on your application...