rag vs TextDeck

RAG Bot — Private AI on Your Device Have natural conversations with locally-running large language models. Your chats stay on your device with full conversation history and search. Your Documents, AI-Powered Upload PDFs or DOCX files. RAG Bot generates embeddings so you can chat with your documents using retrieval-augmented generation. Visualize your document embeddings in an interactive 3D atlas. Choose Your Model Browse and download from three AI providers (Cactus, ExecuTorch, llama.rn). Filter by type (LLM or embedding), size, capabilities like vision and tool calling — find the right model for your hardware. Built for Performance Real-time device monitoring shows memory and storage usage so you always know what your device can handle. Optimized for Apple Silicon with multiple inference backends. Key Features 100% offline — no internet required after model download Multiple model providers and quantization options Document RAG with PDF, DOCX support Conversation history with full search Vision and tool-calling capable models Real-time device resource monitoring 3D embedding visualization

The text you retype, one shortcut away. TextDeck keeps your snippets, replies and AI prompts as reusable templates with fill-in blanks — hit the shortcut, fill the blanks, and it pastes straight into the app you came from. HOW IT WORKS Create a snippet like: "Write a {{Tone}} email to {{Recipient}} about {{Topic}}" — then just fill in the blanks each time. One tap copies or pastes the finished text. Done. ON-DEVICE AI - Improve any prompt with one tap — Apple Intelligence rewrites, shortens, or sharpens it - Paste raw text and let AI suggest reusable {{placeholders}} — you choose which to keep - Runs entirely on your device. Nothing is sent to any server. No account, no API key - Requires a device with Apple Intelligence (iOS 26 / macOS 26 or later) INSTANT ACCESS - Global hotkey opens TextDeck instantly from any app - Frecency sorting puts your most-used templates at the top - Search across all templates and categories in seconds GLOBAL PROMPT LIBRARY - Browse and install free community prompt packs - Works offline and updates automatically - Open source — anyone can contribute on GitHub - Organize everything into your own categories and collections ALWAYS FREE - No subscription, no in-app purchases, no ads — ever - Free, and it stays free SYNC & PRIVACY - iCloud sync keeps your templates on all your Apple devices - 100% local — no accounts, no tracking, no analytics - AI runs on-device — no third-party AI services - Your data never leaves your device unless you enable iCloud Works on Mac, iPad and iPhone. Build your text library once, use it everywhere you type. Terms of Use (Apple Standard EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/