rag vs Ounie

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

Ounie is your build-your-own AI second brain. Add files, links, and notes, and Ounie turns them into an interlinked, searchable knowledge base — then answers your questions using ONLY your sources, with citations back to the exact pages. WHY OUNIE • Grounded answers — every reply is drawn from your own sources and cited, so you can trust it. • Your knowledge, organized — sources are synthesized into a clean wiki with links and a knowledge graph. • Ask anything — chat with one brain or browse the wiki and graph. CAPTURE EVERYTHING • Save links, notes, photos, PDFs, audio, and more. • A Share Sheet extension to send pages and text to a brain from any app. SHARE & DISCOVER • Make a brain public, follow brains, and star the ones you love. • Explore public brains created by the community. • Fork a public brain to start from someone else's knowledge. DO MORE • Sell access to a paid brain in the marketplace (credits per question). • Embed an "Ask" widget on your own website. PLANS Free to start. Pro and Team unlock more brains, sources, questions, widgets, and selling. Buy credit packs anytime. Privacy: answers are generated by third-party AI providers; only your typed message and the relevant brain content are sent — never your account details. You consent before any AI use. Terms: https://ounie.com/terms Terms of Use (EULA):https://www.apple.com/legal/internet-services/itunes/dev/stdeula Privacy: https://ounie.com/privacy