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DevTechie/Apple Intelligence: Guided Generation and Tools Calling in Foundation Models
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Apple Intelligence: Guided Generation and Tools Calling in Foundation Models

  • Course
  • 18 Lessons

Master advanced techniques for building intelligent Swift apps using Apple’s Foundation Models. Learn to handle multiple prompts and responses, stream real-time outputs, and apply Guided Generation with @Generable and @Guide macros. Explore practical projects like essay, story, and travel apps, and integrate live APIs using Tool Calling for powerful, dynamic AI-driven experiences.
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Contents

Introduction

Course Introduction
Preview

Handling Multiple Prompts and Responses

Generating Multiple Responses in Foundation Models

Essay Generator App

Essay Generator App (Optional) : Part 1
Essay Generator App (Optional) : Part 2
Essay Generator App (Optional) : Part 3

Stream Responses in Foundation Models

Story Writer App to Understand Stream Response

Foundation Models in Apps

Joke Generator App

Capabilities and Limitations of Foundation Models

Foundation Model Capabilities Limitations

Guided Generation with @Generable and @Guide Macros

Guided Generation Introduction
Generable and Guide Macro

Travel Destination App

Travel Destination App: ViewModel
Travel Destination App : View

Deep Dive: Guide Macro

Guide Macro: Deep Dive

Stream Response in Guided Generation

Streaming Response in Guided Generation with PartiallyGenerated Response

Tools Calling

Tool Calling Introduction
Tool Calling : Weather Tool
Tool Calling : Weather Sevice API Calls & LLM Integration

Code

AdvancedFoundationModelsC3.zip