Manual Model Override
Dynamically route queries between the on-device 3B Core model, the 20B Advanced model, or offload massive context windows to Apple's Private Cloud Compute.
Apple Intelligence Agentic RAG
Unleash Apple Intelligence.
An agentic reasoning loop built around Apple's 3B foundation model. Private Cloud Compute routing, native Vision OCR, and on-device Metal SIMD4 vector embeddings. Built to bypass token limits and answer exhaustively.
App Capabilities
Universal Apple Silicon
Seamlessly synced and optimized across iOS 27 and macOS Golden Gate. A true native Swift engine built for iPhone, iPad, and Mac.
Citations & Verification
Hallucinations are blocked via Verification Gates, and every answer is injected with interactive citations that link directly to the source document.
Multi-Modal Ingestion
A native multi-modal pipeline that automatically extracts and generates embeddings from complex PDFs, DOCX files, and raw visual data via Vision framework.
RAPTOR Agentic Loops
Stitches together multiple reasoning sessions utilizing the RAPTOR Summary Router to overcome token limits and synthesize exhaustive answers.
Native Local RAG
Powered by SQLite FTS5 and Accelerated by threadgroup-level Metal pipelines across the CPU, GPU, and Neural Engine (ANE).
Real-World Execution
See It In Action.
Watch the raw power of the 29-step retrieval pipeline running natively on Apple Silicon. No smoke, no mirrors—just brutal engineering truth.
On-Device Technical Trace
How It Works Under the Hood.
The agentic RAG orchestration relies on a 23-step query loop. Here is a live simulation of the engine processing local documents directly against the foundation model.
Apple Foundation Model Agentic Pipeline
OpenIntelligence Quality Modes
Pipeline Strategy
Execution Target
-- ms
Engine Latency
--
Throughput / Rate
--%
Platt Confidence
Simulation Speed
800ms
Step --
Select a node to inspect
WHAT IT DOES
Click on any node in the architectural diagram above to inspect how that processing step operates inside the native Swift engine.
WHY IT MATTERS
Understanding each phase of on-device RAG is critical to optimizing memory, latency, and context limitations.
HOW IT WORKS
Select a node to see technical implementation details, Swift API methods, and algorithmic settings.
Runtime Log Trace
No active log trace.
Engine Implementation Source
// Select a step to inspect source code.Public Roadmap
What's Next
This roadmap is synced automatically from our Notion database, giving you full transparency into what is currently being built and what is completed.
To Do
In Progress
Completed
Product History
Version Changelog
Read the official version release log for OpenIntelligence, focusing on user-facing capabilities and system architectural shifts.
4.4
v4.4 Release — Evidence Threads
June 2026Approved today by Apple App Store review. Introduces persistent iCloud-synchronized research chat sessions, slide-out sidebar, and resolved Swift 6 compiler concurrency checks.
- iCloud Evidence Threads: Persistent conversation sessions saved locally and synced automatically via iCloud Drive.
- Sidebar Navigation: Slide-out menu panel for switching, managing, and deleting active chat sessions.
- Swift 6 Concurrency: Resolved actor isolation warnings inside key orchestrators.
- Entitlements Alignment: 1,000 document upload hard limit for Pro tiers and adjusted Annual subscription to $29.99/year.
4.3
v4.3 & v4.3.1 — AFM 3 Suite & Deadlock Fixes
June 2026Delivered support for third-generation Apple Foundation Models, Siri Screen Awareness AppIntents, and resolved critical MainActor deadlocks during iCloud file locking.
- AFM 3 Architecture Routing: Real-time local vs. cloud routing between 3B Core, 20B Advanced, and Cloud Pro models.
- Siri Screen Awareness: Siri background ingestion allows screen files/URLs to load natively into RAG libraries.
- Image Playground Integration: Bound native macOS/iOS Image Playground (ADM 3) APIs for visual summary rendering.
- Thread Concurrency Fixes: Offloaded synchronous operations and File Coordinator locks to background tasks.
4.2
v4.2 Release — Liquid Glass Telemetry HUD
June 2026Rebuilt the RAG telemetry HUD with glassmorphic layouts, hardware sensory haptics, and resizable metrics bottom sheets.
- Liquid Glass HUD: Telemetry overlay styled with
.ultraThinMaterialglassmorphism. - Dynamic Verification Gates: Adaptive UI paths tracking 4, 8, or 12 verification gates depending on query modes.
- Resizable Bottom Sheet: Fluid iOS sheet that can be manually expanded or collapsed.
4.0
v4.0 & v4.1 — Apple Intelligence Milestone
June 2026Major milestone release integrating native iOS 26+ FoundationModels APIs, Core AI embeddings, and Metal-accelerated vector search.
- FoundationModels Integration: Migrated LLM orchestration to Apple's native system APIs.
- Private Cloud Compute Routing: Local 4K context boundaries automatically scale to secure PCC enclaves (32K tokens).
- Core AI Native Embeddings: Integrated
CoreAISentenceEmbeddingProviderfor zero-copy memory layouts on Version 27+ devices. - Metal GPU Vector Search: Threadgroup-level Metal acceleration for 4x faster vector search.
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