Apple Intelligence: Foundation Models & Tool Calling

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This course offers hands-on experience with foundation models, covering app development using tools like @Generable and @Guide macros. You'll learn to build applications such as essay generators, joke apps, and weather tools. Focusing on real-world applications, this course equips learners with the skills needed for advanced AI-driven app creation. In this course, you will learn how to harness the power of foundation models for creating AI-driven applications. The first sections introduce key concepts, including generating multiple responses from various inputs, and explain how guided generation with macros enhances app functionality. As you move through the modules, you will work on practical projects such as an essay generator and a story writer app, gaining a deep understanding of how to integrate foundation models into real-world applications. By focusing on hands-on projects, this course ensures you can effectively build apps that utilize foundation models in various domains. You’ll explore the creation of a joke generator app and a travel destination app, learning to integrate real-time data from APIs and improve app interactivity. The course also emphasizes the strengths and limitations of foundation models, offering practical insights into their applications in the field of AI. In the later stages, you will dive into techniques, including tool calling, which will allow you to integrate external services, such as weather APIs, into your apps. These skills will empower you to create interactive and dynamic applications that are both scalable and user-friendly. By the end, you'll have the expertise to develop AI-powered apps that can address real-world challenges. This course is ideal for developers, AI enthusiasts, and professionals looking to enhance their AI-driven app development skills. A basic understanding of programming concepts and AI principles is recommended, but not required. Familiarity with Python or similar programming languages will be beneficial. The course takes a hands-on approach, guiding you through the creation of practical applications powered by foundation models. Each module is designed to offer real-world examples, ensuring you gain applicable skills. You'll learn through guided generation techniques, tool calling, and practical API integration. This course is based on Apple Intelligence: Guided Generation and Tools Calling in Foundation Models, by DevTechie.com DevTechie.com. This course is licensed and distributed by Packt. All rights reserved. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.

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