rag vs SpeechBoard

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

Speech Board is an AI-powered voice keyboard that transforms your speech into perfectly formatted text using OpenAI's Whisper technology. FEATURES: • High-Accuracy Transcription — Powered by OpenAI Whisper, one of the most advanced speech recognition models available. • 50+ Languages — Speak in any supported language with automatic detection. • Real-Time Translation — Speak in one language and type in another. Supports multiple target languages simultaneously. • Smart Writing Styles — Automatically adapts your text style per app. Casual for messaging, formal for email, or create your own custom styles. • Built-in Tools — Translate, summarize, fix grammar, or build your own custom voice-powered tools. • Per-App Intelligence — Detects which app you're typing in and applies the right style automatically. • No Subscription — Use your own OpenAI API key. No middleman, no monthly fees. You only pay for what you use. • Privacy First — Your voice data goes directly to OpenAI. No third-party servers, no data collection. HOW IT WORKS: 1. Add Speech Board as a keyboard in Settings 2. Enter your OpenAI API key 3. Switch to Speech Board in any app 4. Tap the microphone and start speaking 5. Your speech appears as formatted text instantly