rag vs NeuraLocal

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

NeuraLocal — Powerful artificial intelligence, 100% private, directly on your device. No server. No cloud. No subscription. Your data stays on your iPhone, iPad, and Mac. SMART AI CHAT Ask your AI anything: math, code, writing, translation, summaries… Get accurate, instant answers — no internet connection needed. AI VISION Send a photo and ask the AI to analyze it. Object identification, people, documents, text… The AI sees and understands what you show it. GRAPHS & FORMULAS NeuraLocal displays mathematical graphs, LaTeX formulas, and syntax-highlighted code. Perfect for students, engineers, and developers. 15+ AI MODELS TO CHOOSE FROM Choose from over 15 cutting-edge AI models: • Qwen 3.5 (Alibaba) — Advanced reasoning • Mistral / Ministral — French models • Gemma 3 (Google) — Compact and fast • Phi-4 (Microsoft) — Small but powerful models • LLaMA 3 (Meta) — Leading open source • DeepSeek R1 — Deep thinking • And more… FULL CUSTOMIZATION Adjust temperature, repetition penalty, maximum token count, and add your own custom instructions for each model. VOICE INPUT Talk to your AI with built-in speech recognition. Real-time transcription and automatic sending. DOCUMENT ANALYSIS Import PDFs and text documents. The AI summarizes them and answers your questions about their content. ABSOLUTE PRIVACY • No data sent over the internet • No account required • No subscription • Everything works offline on your device • Your conversations remain 100% private MULTI-PLATFORM Available on iPhone, iPad, and Mac. Native interface optimized for each platform with the latest Apple APIs. NeuraLocal is the free, private alternative to ChatGPT, Gemini, Copilot, and Claude. All the power of generative AI, with no compromise on your privacy. Download NeuraLocal and take back control of your artificial intelligence.