Table of Contents
Chapter 1 — App Development
1.1 Requirements
1.2 Setup
1.3 Xcode
Playground
Projects
Chapter 2 — Apple Intelligence
2.1 Overview
2.2 Introduction to Artificial Intelligence
The Human Brain
Artificial Neural Networks
Models
Model Architectures
Apple Models
Chapter 3 — Xcode
3.1 Code Completion
3.2 Coding Assistant
External Models
Local Models
Chapter 4 — Integrated Tools
4.1 Tools
4.2 Image Playground
Image Playground Interface
Image Creator
4.3 Genmojis
Storing Genmojis
Advanced Implementation
4.4 Writing Tools
Advanced Implementation
Chapter 5 — Foundation Models
5.1 Foundation Models Framework
Session
Instructions
Streaming
Sampling
Guided Generation
Dynamic Schemas
Tool Calling
Availability
Errors
Storing Sessions
Adapters
Chapter 6 — Text Models
6.1 Natural Language
Language Recognizer
Tokenizer
Tagger
Embeddings
6.2 Translation Framework
Translation Interface
Translation Tasks
Batch Translation
Chapter 7 — Vision Framework
7.1 Overview
7.2 Image Analysis
Image Classification
Attention Based Saliency
Image Aesthetics
Barcode Detection
7.3 Text Analysis
Text Recognition
Document Recognition
7.4 Human Body Analysis
Face Detection
Body Detection
Hand Detection
7.5 Core Image
Barcodes
Person Segmentation
Chapter 8 — Audio Models
8.1 Sound Processing
8.2 Speech Analyzer
File Transcription
Live Transcription
Translating Speech
8.3 Voice Synthesizer
Voice Configuration
Voice Selection
Premium Voices
Controlling the Synthesizer
8.4 Sound Analysis
Audio File Analysis
Live Audio Analysis
Chapter 9 — Siri
9.1 App Intents Framework
App Intents
App Shortcuts
Dialog
Parameters
Errors
App Entity
Snippet View
Siri Tips
Chapter 10 — Additional Models
10.1 Custom Models
Create ML
Core ML
Pre-Trained Models
10.2 External Models
OpenAI
API Key
API
Cloudflare
Workers
Wrangler
OpenAI Library
Implementation
AI Gateway
Chapter 11 — Neural Networks
11.1 How Neural Networks Work
Network Architecture
Training Cycle
Forward Propagation
Error Functions
Back Propagation
Optimization
Training
11.2 MLX Framework
Network Data
Forward Propagation
Loss Functions
Back Propagation
Optimization
Network Architecture
Training
