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DevTechie/Apple Foundations Model with SwiftUI: Next-Gen Machine Learning and Generative AI Apps
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Apple Foundations Model with SwiftUI: Next-Gen Machine Learning and Generative AI Apps

  • Course
  • 29 Lessons

Learn how to build next-generation machine learning and generative AI apps using Apple Foundation Models and SwiftUI. This course covers on-device LLMs, sessions, prompts, instructions, streaming responses, guided generation, and tool calling. You’ll create intelligent, privacy-first apps with fast, responsive user experiences powered entirely on Apple Silicon.
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Contents

Introduction

An Introduction to the Foundation Models Framework
Quick Start Guide
Knowledge Check

GenAI with Apple Foundation Models

An Introduction to Generating Content and Performing Tasks
Instructions & Prompts in Foundation Models
Deep Dive: Prompt
Deep Dive: Instructions
PromptRepresentable
Text Summarization App with FoundationModels
Knowledge Check

Sessions in Apple Foundation Models

Foundation Model Session
Session Transcript in Foundation Models
Session Prewarming
Knowledge Check

On-Device LLM Response

Respond(to:) Function
Intelligence in Apps: Chat Bot
Generating multiple responses
Streaming Response and Text Formatting
Respond vs StreamResponse
Knowledge Check

Advanced Topics

Generation Options
Intelligence in Apps : Joke App
Foundation Models Capabilities and Limitations
Guided Generation
Deep Dive: Guide Macro Use Cases
Guided Generation in Foundation Models with PartiallyGenerated.
Tool Calling Foundation Model
Knowledge Check

Thank you

Thank You