rag vs MeasureSnap

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

MeasureSnap turns your phone into a powerful photo annotation tool. Take a photo, then add precise measurement dimensions and labels right on your screen. Perfect for field inspections, home renovations, real estate, construction, manufacturing, education, or any situation where you need to document and share annotated photos. KEY FEATURES: - Dimension lines: Drag to draw engineering-style measurement lines with arrowheads and extension ticks - Callout labels: Tap to place labels on any point in your photo - AI voice commands: Describe what to measure or label by voice (Spanish and English supported), and AI places the annotation for you - Layer system: Organize annotations into layers, filter views, export per-layer or combined - Professional export: Share annotated images via any app on your phone - Color and size controls: Customize annotation colors and font sizes - Undo/redo: Full undo stack so you never lose work - Pinch to zoom: Two-finger zoom and pan for precise placement on detailed photos No account required. No subscription. Just open, snap, annotate, and share.