10 - Building Low Code Generative AI Applications | Highlights and Annotations by Gistr.

This segment explains how generative AI is integrated into the Power Platform, specifically mentioning the Copilot feature and AI Builder. It clarifies that this integration aims to make AI-powered app development accessible to everyone, regardless of their data science expertise, and positions Copilot as a key component of this accessibility. are you ready? You must be wondering, where do we start? In previous lessons, you looked at how you can build solutions using generative AI, and also some of the technical skills or technical background that you had, In a case where you don't have a technical background or technical expertise, and you want to build the solutions and use generative AI without needing to build a large language model, you came to the right place, because this lesson focuses on how you can be able to build solutions that uses some of the generative AI models that we have within our local development platform. Building apps solutions has become more easier for traditional developers and non--developers through the use of local development platforms. The platforms enables Lesson 10 introduces low-code AI app building using Microsoft's Power Platform. It leverages generative AI (like Copilot) and AI Builder (pre-built & custom models) within a visual, no-code/low-code environment. This empowers citizen developers to integrate AI into apps, automations, and dashboards without extensive coding or data science expertise, enhancing productivity with features like automated email generation and form processing. Low-code development is made easier with generative AI: Platforms like Power Platform allow building apps and solutions with minimal coding, using visual development environments. Generative AI democratizes AI development: It empowers citizen developers (those without extensive technical backgrounds) to build AI-powered solutions. AI is becoming integral to everyday productivity: Examples include PowerPoint Designer, Microsoft Teams transcription, and Microsoft 365 Copilot. Power Platform integrates generative AI: It aims to enable everyone to build AI-powered apps, sites, dashboards, and automated processes without data science expertise. This is achieved through Copilot and AI Builder. Power Platform's key components: Power Apps (app development), Power Automate (automation), Power BI (business intelligence), Power Pages (website development), and Power Virtual Agents (chatbots). Copilot in Power Platform: A generative AI assistant that allows building solutions through natural language prompts, creating Power Automate flows via conversational steps. AI Builder in Power Platform: Offers both pre-built (ready-to-use) and custom AI models for tasks like document processing, language detection, sentiment analysis, and object recognition. These models can be integrated into Power Apps and Power Automate. Microsoft's cloud integration with OpenAI: Enables the application of pre-trained large language models to various products, making AI a collaborative tool.