Local LLM vs ArchiveSorter

MITHRIL is a private AI assistant that runs on your iPhone and iPad. Your conversations are processed and saved on your device, or on your own Mac if you pair one. No account, no cloud, no tracking. TWO KINDS OF MODELS • Apple's on-device model, built into iOS 26 on devices with Apple Intelligence. Nothing to download. • Open models from Hugging Face in GGUF format, from companies like Alibaba, Google, Meta, Microsoft, Mistral, DeepSeek and Liquid AI. Browse by company, see whether a model fits your device's memory before you download it, and switch any time. AN ASSISTANT THAT CAN DO THINGS It knows today's date, the time and your city from your device, and asks before it acts. Texts and emails open as drafts for you to review and send. Choose which abilities it can use: • Reminders and calendar events • Texts, email and phone calls • Look up your contacts • Directions and places nearby • Run your Shortcuts • Web search: Wikipedia, DuckDuckGo, or Brave with your own key • Search your own documents • Today's date and exact math PHOTOS, YOUR PHONE AND YOUR MAC • Ask about a photo: attach one, take one or paste a screenshot, and models that read images answer on the device. • Search my phone: ask about the text in your photos, screenshots and the folders you pick, indexed on the device. • Use your Mac: pair your own Apple silicon Mac and chat with the bigger models on it over your Wi-Fi, encrypted between your devices. • Run your coding agents or a terminal on your Mac from here. PRIVACY YOU CAN SEE The Privacy map shows what runs on your device, what goes online, and exactly what is sent. A web search sends only the search words, never your conversation, and your location is only turned into a city name. A live list shows every network request MITHRIL makes. VOICE Dictate with Apple's speech recognition, or download NVIDIA Parakeet for more accurate on-device transcription. Hear answers in natural voices generated on the device. The floating assistant stays with you in Picture in Picture while you use other apps. FOR THE CURIOUS Tap the speed line under an answer for a live engine dashboard: tokens per second, time to first token, context use, cache hits and memory. REQUIREMENTS iOS 26. Apple's on-device model needs a device with Apple Intelligence. Open models run on any supported iPhone or iPad. Larger models need more memory, and MITHRIL shows what fits before you download. Models are made by their publishers and downloaded from Hugging Face. MITHRIL doesn't train or host models.

Archive Sorter turns scans, photos, and shared files into an automatically organized document archive — powered by on-device AI, with no account and no tracking. Scan paper documents with your camera or import files from Photos, Files, Mail, and other apps. The app recognizes text with OCR, classifies each document using AI running directly on your device, and files it into your personal folder structure with a meaningful name and date. • Scan documents or import from any app via the share sheet • Full-text OCR for searchable content • Automatic classification, naming, and filing • AI runs on-device — your documents never leave your device • Review area to verify and correct classifications • Ask questions about your archive with source citations • Support for personal and household document archives • Works with local storage or iCloud Drive Requires a one-time AI model download (~2.5 GB) on first launch. iCloud synchronization also requires an internet connection. All document processing then runs entirely on your device.