rag vs OpenChat Connect

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

OpenChat is the native iOS home for every major LLM. Connect your own API keys and chat with OpenAI, Anthropic, Google Gemini, OpenRouter, Mistral, DeepSeek, Qwen, Kimi, Z.ai, 01.AI, or any OpenAI-compatible endpoint (Ollama, LM Studio, vLLM, internal gateways) from one clean interface. Why OpenChat - One workflow across providers — switch models without changing apps - Live model catalogs from supported providers - Bring your own key (BYOK) — no OpenChat account, no backend - Chats, rules, memory, and skills stay on your device Features - Multi-provider chat with streaming Markdown, tables, and syntax-highlighted code - Web search via Tavily, Exa, Brave, Serper, or SerpAPI (your keys) - Global and per-chat rules; editable memory; slash-command skills (beta) - Image attachments for vision models; background replies with Live Activity and local notification when complete - Compact context mode and light/dark appearance OpenChat does not include ads or analytics SDKs. When you send a message, data goes directly from your device to the AI or search provider you configured, under that provider's terms. Questions: open an issue on GitHub or email robert@genion.ai.