# Local processing

Kreuzberg is a modern Python library focused on extracting text from various documents. It provides an efficient text extraction solution through a concise API and local processing capabilities. The library supports multiple file formats, including PDF, images, and office documents, without complex configurations or external API calls. It uses an asynchronous interface design, which improves processing efficiency while maintaining a lightweight resource footprint. Kreuzberg is suitable for scenarios requiring localized text extraction, such as RAG applications. Its main advantages are ease of use, resource efficiency, and powerful functionality.

CrossPrism for MacOS is a specialized image recognition, tagging, and keyword generation tool designed for photographers. Leveraging multi-core CPU, GPU, and neural engines, it can identify species, generate titles and descriptions, and support customizable model training. Users can automatically tag unlimited original photos locally, ensuring all photos are securely stored on their Mac without concerns about cloud service interruptions, data locking, or file transfer issues. With over 20 expert models, it categorizes a wide range of content, from birds to landmarks, providing new perspectives for organizing catalogs and rediscovering old photos. Additionally, it supports video processing, Lightroom plugins, image quality assessments, among other features, making it a powerful filtering tool.

RAGNA Desktop is a private AI multitoolbox running on local desktop PCs or laptops that does not require an internet connection. It is designed to help users automate repetitive tasks, improve efficiency, and make room for what really matters. Its main advantages include local data processing, no dependence on cloud services, compliance with data protection regulations, team efficiency improvement, cost optimization, and flexible workstyles.

Developed by H2O.ai, H2O AI Personal GPT is an AI assistant application aimed at providing intelligent, conversational AI services while guaranteeing user privacy. The app processes data locally, eliminating concerns about data leaving the device. It supports offline use, making it ideal for users who need mobile office and privacy protection.

AI-Powered Background Removal is an online tool based on AI technology that can quickly and efficiently remove backgrounds from the images uploaded by users. The main advantages of this tool are its privacy protection and local processing capability, which means image processing is completed on the user's device, without the need to upload photos to the internet. This ensures the safety and speed of data processing. Moreover, as an open-source and completely free tool, it greatly liberates users' creativity without any cost concerns.