This module explores techniques for generating multiple responses from foundation models, covering programming strategies, context window management, and user interface updates for effective model interaction.

This module guides learners through the process of building an essay generator app using SwiftUI. It covers key concepts such as view construction, state management, attributed strings, and error handling. Learners will gain hands-on experience in designing and optimizing a functional app for text generation.

This module explores how to implement and optimize streaming responses in AI applications using foundation models. Learners will gain hands-on experience in building interactive applications that process and display real-time outputs. The focus is on integrating these features into SwiftUI-based apps for improved user engagement.

This module explores how to integrate foundation models into mobile applications, focusing on practical implementation using Swift. Learners will gain hands-on experience with app architecture, model integration, and user interaction. Key skills include designing functional joke-generating apps and managing app state efficiently.

This module explores the strengths and limitations of foundation models, focusing on their real-world applications, safety practices, and constraints. Learners will gain insights into how these models operate and how they can be used responsibly. The module also covers the practical implications of deploying foundation models on personal devices.

This module explores how guided generation techniques improve the reliability and structure of outputs in foundation models. Learners will gain an understanding of how to use macros like @Generable and @Guide to enhance application development with structured data. The module emphasizes practical implementation and evaluation of these tools.

This module explores the foundational components of building a travel destination app using Swift, focusing on ViewModel and View design. Learners will gain hands-on understanding of how to structure and manage app states and user interfaces effectively. It also covers integration of foundational models and dynamic UI elements.

This module explores the functionality and real-world applications of the Guide macro in Swift. Learners will gain an understanding of how to control and validate structured output from large language models using this tool. The module also covers best practices for implementing guide macros in various application scenarios.

This module explores techniques for managing partial responses in guided generation, focusing on improving application functionality and user interaction. Learners will gain insights into streaming data handling and structured interface design. The content emphasizes practical implementation in SwiftUI for real-time data display.

This module explores the integration of external tools with foundation models, focusing on real-time data retrieval and enhancing model functionality through API interactions. Learners will gain practical skills in using weather tools and integrating them with large language models.