01
The example app and agents:
Focuses on DynamicProfile, LanguageModelSession.
AI & Machine Learning / 21:43
Build agentic app experiences with the Foundation Models framework
AI & Machine Learningiosipadosmacosvisionos
Key Points
- Explains how to take the intelligence features further with Foundation Models framework primitives for dynamic context and agentic workflows.
- Walks through engineering shared context, setting up privacy boundaries, and managing key value caching.
- Shows how to orchestrate smooth handoffs between local and server models.
- The session moves through The example app and agents, Declaring a dynamic profile, Dynamic instructions, Configuring models per phase, Transcript management and history transforms, Custom modifiers, and related wrap-up guidance.
- Key concepts include Foundation Models, DynamicProfile, LanguageModelSession, OrigamiExpert, PrivateCloudComputeLanguageModel, CraftOrchestrator, DynamicInstructions, SessionPropertyEntry.
- Platform coverage: ios, ipados, macos, visionos.
Condensed Flow
02
Declaring a dynamic profile:
Focuses on CraftOrchestrator, OrigamiExpert, DynamicInstructions.
03
Dynamic instructions:
Focuses on OrigamiExpert, PrivateCloudComputeLanguageModel, Foundation Models.
04
Configuring models per phase:
Focuses on DynamicProfile, LanguageModelSession.
05
Transcript management and history transforms:
Focuses on LanguageModelSession.
06
Custom modifiers:
Focuses on DynamicProfile, Foundation Models.
07
Lifecycle modifiers and session properties:
Focuses on SessionPropertyEntry, SessionPropertyValues.
08
Orchestration: phone-a-friend and skills:
Focuses on Foundation Models.
More Detail
Additional details
- Detailed flow: The example app and agents -> Declaring a dynamic profile -> Dynamic instructions -> Configuring models per phase -> Transcript management and history transforms -> Custom modifiers -> Lifecycle modifiers and session properties -> Orchestration: baton-pass -> ...
- APIs and concepts to recognize: Foundation Models, DynamicProfile, LanguageModelSession, OrigamiExpert, PrivateCloudComputeLanguageModel, CraftOrchestrator, DynamicInstructions, SessionPropertyEntry, SessionPropertyValues, LanguageModelsSession, Evaluations framework, Dynamic Profiles.
- Version and support notes focus on PrivateCloudComputeLanguageModel, Foundation Models, PCCLanguageModel, DynamicProfile.
- Implementation focus: Dynamic Profiles, DynamicProfile, LanguageModelSession, PrivateCloudComputeLanguageModel, Foundation Models, PCCLanguageModel, DynamicProfileModifier, SessionPropertyEntry, SessionPropertyValues, LanguageModelsSession.