OpenCone vs Mono Dash

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 Whether building surgical references, legal research corpora, or personal knowledge vaults, OpenCone delivers production-grade RAG without vendor dashboards or billing surprises.

Mono Dash is an open-source, third-party mobile management client for 1Panel. Connect to your own 1Panel servers and manage daily operations from your phone with a focused, native interface. Key features: - Monitor CPU, memory, disk, network traffic and host details - Manage websites, domains, HTTPS, logs and configuration - Browse, upload, download, edit, move, compress and delete server files - Work with databases, containers, images, compose projects and app updates - View system, login, operation, SSH and task logs - Open terminal sessions and manage SSH-related settings - Manage backups, snapshots, cron jobs, firewall rules, processes and runtimes Open source: Mono Dash is developed as an open-source project. You can review the source code, follow development, report issues and contribute through the project repository. Free and in-app purchase: The free version lets you add and manage one 1Panel server. Mono Dash Unlimited is an optional one-time in-app purchase that unlocks unlimited server management and future premium features where available. Purchases are processed by the App Store and can be restored in the app. Privacy and data: Mono Dash stores server connection settings on your device and connects directly to the 1Panel servers you configure. Purchase status may be processed through Apple and RevenueCat for entitlement management. Mono Dash does not operate a backend for collecting your 1Panel server data. Important: Mono Dash is an independent third-party client. It is not an official 1Panel product and is not affiliated with, endorsed by or sponsored by 1Panel. Use it only with servers you own, administer or are authorized to access. Source Code: https://github.com/bin64/Mono-Dash Privacy Policy: https://github.com/bin64/Mono-Dash/blob/main/PRIVACY.md Terms of Use: https://github.com/bin64/Mono-Dash/blob/main/TERMS.md