rag vs MagicChat

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

MagicChat turns your own knowledge into an AI you can talk to. Drop in a PDF, a web page, or a YouTube transcript. MagicChat reads it, indexes it, and lets you ask questions in plain English. Every answer cites the source it came from. Stop scrolling long PDFs for one fact. Stop searching the same docs site every week. Stop watching a 90-minute lecture for one number. Ask once. Get the answer. WHAT YOU CAN DO • Create specialized bots, each trained on its own sources • Add sources from URLs, raw text, PDFs, or YouTube videos • Chat with grounded answers and source citations • Manage and delete sources or bots anytime PLANS • Free — 20 messages, 1 bot per month • Hobby — 2,000 messages, 2 bots • Power — 10,000 messages, 5 bots • Yearly plans save ~17% PRIVACY Your sources are encrypted in transit and scoped to your account. We don't sell your data. Delete your account anytime in Settings — everything you've created is permanently removed. Questions? support@magicchat.ai — Subscriptions auto-renew until cancelled. Manage in iPhone Settings → Apple ID → Subscriptions. — Privacy Policy: https://magicchat.ai/privacy — Terms of Use: https://magicchat.ai/terms