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기술

OpenCone
Transform your iPhone and iPad into a self-contained RAG powerhouse. Import PDFs, Word docs, code, images, and text into a secure sandbox - extraction, embedding, and semantic search happen with zero lock-in. Point the app at your OpenAI and Pinecone credentials for a private knowledge base that streams grounded, citation-backed answers in real time.

COMPLETE DOCUMENT PIPELINE
• Multi-format extraction: PDF, DOCX, TXT, HTML, Markdown, JSON, CSV, and code
• Apple Vision OCR for on-device image text recognition
• MIME-aware chunking with configurable size and overlap
• Security-scoped bookmarks preserve file access across launches
• Deduplication by path, size, and timestamp fingerprinting
• Live progress tracking with structured logs for every phase

SEMANTIC SEARCH WITH STREAMING
• One-tap queries embed prompts and run similarity search against Pinecone
• Server-Sent Events deliver incremental answer deltas - no blocking spinners
• Citations reference exact chunks with document names and source metadata
• Metadata filters scope searches to specific documents or custom tags
• Conversation memory keeps recent turns in context for coherent follow-ups

GPT-5 REASONING MODEL SUPPORT
• Choose between standard models (GPT-4o, GPT-4o mini) or GPT-5
• Dynamic controls: reasoning effort for GPT-5, temperature/top-p for others
• Unified Responses API with conditional parameterization

RESILIENCE & OBSERVABILITY
• Pinecone health checks surface outages with dismissible banners
• Circuit breaker prevents hammering unhealthy hosts
• Watchdog timers catch stalled streams and trigger fallbacks
• Per-search trace IDs and granular log levels make every stage inspectable
• Error banners auto-dismiss after 8 seconds with user-friendly summaries

SETTINGS & PRIVACY
• Credentials in Keychain via SecureSettingsStore
• Release guardrails prevent accidental key leaks
• Model selection, chunk parameters, top-k defaults, metadata presets persist
• Reset control wipes credentials and history without reinstalling
• Guided onboarding validates API keys before unlocking main interface

POLISHED SWIFTUI EXPERIENCE
• Theme manager with alternate icons and dynamic color schemes
• Reactive MVVM-S architecture decouples views from business logic
• Async/await throughout keeps UI responsive during heavy operations
• Design system components ensure consistency across all tabs
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새로운 기능

  • 버전: 2.0
  • 업데이트:
  • Version 2.0 brings foundational improvements to answer generation, reliability, and user control.

    OPENAI RESPONSES API & GPT-5
    • Migrated from Chat Completions to structured Responses API
    • Native GPT-5 reasoning model with dynamic effort controls
    • Existing models (GPT-4o, GPT-4o mini) continue with temperature/top-p
    • Settings UI conditionally renders correct parameters
    • Structured "input" field with system/user content arrays

    SERVER-SENT EVENTS STREAMING
    • Answers stream token-by-token instead of blocking
    • Typing indicator appears immediately while waiting
    • Stop button cancels mid-generation with clear feedback
    • Watchdog timer detects stalls and triggers fallback completion

    CONVERSATION MEMORY
    • Bounded client mode includes last ~8 messages for context
    • Server-managed threads use OpenAI conversation IDs
    • Toggle between modes in Settings for privacy preferences
    • Follow-ups understand prior exchanges without restating

    RESILIENCE & CIRCUIT BREAKER
    • Pinecone health checks run before queries with short timeout
    • Circuit breaker prevents calls to unhealthy hosts
    • Per-search trace IDs tie logs to specific queries
    • Error banners auto-dismiss with user-friendly summaries

    PRIVACY & RESET FLOWS
    • Settings > Data & Privacy exposes credential reset
    • Clears Keychain, conversation history, bookmark consent
    • Onboarding messaging clarifies missing keys
    • Preflight script blocks accidental credential leaks

    CITATION STABILITY & POLISH
    • Citations enumerate by offset—no duplicate ID warnings
    • Logs tab filters with color-coded levels
    • Index host transitions emit structured logs
    • Improved keyboard handling and haptic feedback

    Behind the scenes: upgraded to OpenAI Responses API, added conditional model parameterization, implemented SSE parsing with cancellation, and wired bounded conversation memory. All changes maintain backward compatibility with existing documents and Pinecone indexes.

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