Apple Foundation Models Prompt Builder Patterns
Compose prompts using @PromptBuilder for complex multi-part requests.
Apple Foundation Models Token Budget Management
Count tokens and manage context budgets to optimize API usage.
Apple Foundation Models Voice Assistant
Build voice interfaces with speech recognition and text-to-speech integration.
Apple Foundation Models App Patterns
Apply MVVM architecture patterns for building Foundation Models apps.
Apple Foundation Models Setup Availability
Set up Apple Foundation Models and check model availability on-device.
Apple Foundation Models Generation Tuning
Tune temperature, sampling, seeds, and token limits for optimal output.
Apple Foundation Models Health Assistant
Integrate HealthKit data with custom tools for health-focused AI assistants.
Apple Foundation Models Session Patterns
Create and configure LanguageModelSession for single-turn and multi-turn conversations.
Apple Foundation Models Multilingual
Handle multiple languages for global user bases and cross-lingual tasks.
Apple Foundation Models Conversation Context Builder
Extract context and build continuation prompts for multi-turn conversations.
Apple Foundation Models System Tools
Use built-in system tools for weather, contacts, calendar, and more.
Apple Foundation Models Structured Generation
Generate type-safe Swift structs using @Generable and @Guide.
Apple Foundation Models Feedback Sentiment Api
Collect user feedback and analyze sentiment to improve model responses.
Apple Foundation Models Playground Learning
Interactive learning examples and playground experiments for Foundation Models.
Apple Foundation Models Swiftdata Persistence
Persist conversations with SwiftData for long-term memory and context.
Apple Foundation Models Ui Design System
Create reusable UI components for Foundation Models interactions.
Apple Foundation Models Custom Tools
Build custom tools that the model can call to extend functionality.
Apple Foundation Models Dynamic Schemas
Build schemas dynamically at runtime for flexible structured output.
Apple Foundation Models Streaming Chat Context
Stream responses and manage context window with progressive rendering.
Apple Foundation Models Error Recovery
Handle context overflow, refusals, rate limits, and generation errors.
Apple Foundation Models Siri Shortcuts Integration
Integrate with Siri Shortcuts and App Intents for system voice commands.
Apple Foundation Models Rag Pipeline
Implement retrieval-augmented generation with document indexing and search.