latent

Data Analysis & Visualization Software

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This application arranges and visualizes various digital content, including images, text, code, and PDFs, in an interactive 3D spatial environment that enables intuitive search, organization, and inspection without transmitting files to external servers. Its main features include local embedding computation using on-device models, versatile projection controls such as PCA and t-SNE for data clustering, real-time rendering with native Metal technology for responsiveness, and flexible workflows for mixing and filtering different file types, making it ideal for researchers, data scientists, digital archivists, and creative professionals seeking secure, efficient ways to explore and organize complex datasets.

latent can be found in Data Analysis & Visualization Software categories.

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Details

latent Main Features

• Simple File Drop
  Just drag any files into the window to add them to the scene.
• Embedding Process
  Files are processed on your device to create embeddings, with an option for higher quality when needed.
• Updated Workflows
  Latest version includes tools for file navigation, searching, model control, and projection adjustments.
• Projection Controls
  You can choose PCA for speed or t-SNE for detailed clusters, and adjust settings easily.
• No Server Connection
  Your files stay on your device and are not sent online.
• Real-time Exploration
  View your files in 3D, search, navigate, and click to inspect details immediately.
• Native Metal Rendering
  The 3D scene is smoothly rendered with Metal, keeping everything responsive.
• Mix Multiple File Types
  You can add images, text, code, PDFs, or entire folders into the same space.
• Navigator and Inspector
  Browse files using a sidebar, select items in the scene, and view their previews or information.
• Download and Compatibility
  It is available on the App Store and works on macOS 26+ with Apple Silicon.
• On-device Embedding Models
  TinyCLIP quickly processes files locally, and SigLIP offers higher-quality processing as an option.
• File Embedding and Map Generation
  It creates a map of your files after embedding their contents on your computer.
• Search Scene with Natural Language
  You can type words like 'rose' to find relevant files, which will be highlighted.
• 3D Image, Text, Code, and PDF Arrangement
  It places your files in a 3D space based on their content, making it visually organized.
• Local Search, Inspection, and Model Switching
  You can search, explore, and change views without sending files to any server.

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latent Alternatives

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