#privacy

Create an offline QnA chatbot utilizing local LLMs to maintain data privacy with no internet dependency. It supports various document types like CSV, Word, and PDF, requiring minimal setup with Python 3.8 and NodeJS v18.12.1. Stay informed through social media updates and receive support from the Discord community.

Consider a locally-operated system that respects privacy by running Large Language Models efficiently. This tool is designed to be cost-effective, working seamlessly with low-end hardware, and includes comprehensive live logs for deeper insights. It features a user-friendly design, adaptable light and dark modes, and follow-up question support, ensuring privacy without API keys. The interface is straightforward and adaptable, inspired by Obsidian, with upcoming enhancements such as LLama3 support, user accounts, and persistent memory features. Perfect for individuals searching for unbiased, alternative search tools.

The project facilitates a one-click setup of a local ChatGPT instance that emphasizes privacy and speed. It supports integration of various data sources and non-OpenAI models with customizable data types. The setup is compatible with official features and offers multiple configuration options for varied use cases, including utilizing the OpenAI API or private solutions like MidJourney and FlagStudio. Seamless upgrades are possible while maintaining data privacy and control through network settings. Advanced functionalities can be explored via the Sparrow project.

Integrate gpt-commit to automate the creation of commit messages using GPT-3 within your Git workflow. This tool provides AI-generated messages at each commit, enhancing documentation clarity. Easily set up with pip and Git clone, requiring configuration of an OpenAI API key. Optional hooks allow for automatic message generation during Git commits. Be aware that file information is shared with OpenAI under specific privacy terms.

PyRIT is an open-access tool designed for the evaluation and enhancement of AI model robustness against diverse threats. This framework supports security professionals and ML engineers by automating red teaming tasks, providing insights into model resilience against fabrication, misuse, and privacy breaches. It establishes a performance baseline, identifies potential vulnerabilities, and aids in optimizing security strategies including defense against prompt injection attacks.

RTranslator provides Android users with offline, real-time translation through advanced AI models, Meta's NLLB and OpenAI's Whisper, ensuring high-quality language and speech processing. It supports Bluetooth headset and direct phone communication modes for multilingual interaction without a network connection. The app includes comprehensive and quick-contact modes, supporting multiple languages while ensuring privacy with local device operation. Version 2.1 introduces a new interface and enhanced user control, catering to varied global communication demands.

Pi-Card runs offline on Raspberry Pi, utilizing audio and vision models for interactive conversations without internet. This project focuses on user privacy with features like voice activation, button controls, and image analysis, perfect for DIY enthusiasts interested in secure AI applications.

MindForger serves as a personal knowledge management tool tailored for those dealing with vast and scattered information. The tool includes a privacy-oriented Markdown editor that aids in managing a variety of personal insights, including ideas and strategies. It features an outliner, spell-check, and a knowledge graph navigator, along with support for diagrams and tables, which facilitates the efficient organization of thoughts. MindForger is accessible for multiple platforms like macOS, Windows, and Linux, offering customization options that enhance its functionality and maintain information integrity.

OpenRecall provides a secure and transparent option for managing digital memory, improving productivity while maintaining privacy. It captures and allows retrieval of digital history via screenshots on Windows, macOS, and Linux. As an open-source platform, it ensures code transparency, allowing local data storage and hardware compatibility. OpenRecall supports AI-assisted semantic search within the user's device, emphasizing data security. With easy installation and community support on Discord and Telegram, it presents a reliable and cost-effective choice for digital history management.

Whiz serves as an intelligent assistant for terminal operations, utilizing OpenAI models such as gpt-3.5-turbo and gpt-4 to facilitate task execution. It can be installed via npm and configured through environment variables for selecting models. Capable of executing a range of commands including web interactions and GitHub branch management, Whiz enhances productivity. Privacy is safeguarded with minimal data sharing with OpenAI, and its MIT license invites contributions for ongoing development.

The extension locally exports cookies in Netscape or JSON format, ensuring no external data transmission. It offers transparent, open-source code accessible on GitHub for privacy-conscious users. Key permissions required are 'activeTab' for accessing the current tab's URL, 'cookies' for exporting data, and 'downloads' for local file management. It requires 'Download management' for optimal file exports. Available on the Chrome Web Store and Firefox Add-ons; feature limitations may exist in the Firefox version. The source code is also available for custom installation.

Utilize @imgly/background-removal for efficient image background removal directly in browsers and Node.js environments. This npm package is suitable for various applications such as e-commerce, image editing, and web design, offering real-time processing while ensuring privacy and incurring no additional costs. Suitable for both professional projects and hobbyist experimentation, the package simplifies creative workflows with its unique features.

This API service offers a seamless connection to models like GPT-4 and GPT-3.5-Turbo with enhancements such as domestic acceleration, eliminating proxy needs. It values privacy by not collecting user data and supports applications like AutoGPT and gpt_academic. Free access is available with limitations, alongside options for paid enhancements. Regular updates maintain compatibility with the latest models, and community support is available through QQ groups. Users can opt for ongoing free API access or support the project via paid contributions.

Comet is a browser extension that replaces YouTube comment sections with Reddit comments, allowing for enhanced online discussions. Users can easily toggle back to YouTube comments by clicking a designated icon. Comet prioritizes privacy by operating without ads, data collection, or sign-ups. It provides an accessible interface to view Reddit posts and comments when the extension icon turns blue, indicating a Reddit page match. Comet is available for Chrome, Firefox, and Edge, facilitating cross-platform social media interactions.

Leon, an open-source personal assistant, integrates into personal servers for a privacy-centric experience. It operates offline for data security, supporting voice and text communication. Updated with advanced TTS and ASR engines and a hybrid system leveraging LLM and NLP for improved functionality. While the development branch is unstable, stable older versions are advised. Future developments include a npm-like skills registry for collaborative growth. Engage with the community on Discord.

Explore a unique open-source Obsidian plugin designed to streamline personal knowledge management by incorporating large language models like ChatGPT and Llama2. The tool enables direct interaction with notes, featuring capabilities such as note-based chatting, reference linking, and conversation archiving. Maintains data privacy and security by functioning offline. Offers a range of LLMs, facilitating local model integration with Ollama for enhanced flexibility and control. Delve into advanced features including various chat interfaces and note retrieval based on content similarity. Keep up-to-date with ongoing development and engage with evolving AI functionalities. Benefit from efficient note management through an AI-centric approach that balances simplicity with depth.

SiYuan is a privacy-oriented knowledge management tool featuring block-level references, SQL query integration, and Markdown WYSIWYG editing. It supports large document editing, formula and chart insertion, and exports to PDF and Word. SiYuan offers integration with platforms such as WeChat MP and is available across Android, iOS, and Docker. While primarily free, advanced features are available for members, fostering both personal management and collaboration.

This tool facilitates seamless arXiv submissions by cleaning up LaTeX code, removing comments, unused files, and optimizing resources. It supports image resizing, PDF compression, and TikZ code concealment, ensuring compliance with arXiv's requirements. The tool is compatible with Python 3.9 and above, installable via pip or Homebrew, and offers configuration through a YAML file. Improve your paper submission process with efficient LaTeX optimization tailored for arXiv.

LibreTube provides a privacy-focused and ad-free YouTube alternative using the Piped API to avoid data collection by Google. Features include user accounts, managing subscriptions, playlists, and functions like SponsorBlock and video downloads for secure streaming. Limited to YouTube, it offers quick updates and better privacy compared to similar applications. Users are encouraged to contribute for feature improvements.

An open-source platform, Logseq prioritizes privacy, longevity, and user control by providing powerful tools for knowledge and task management. Its Whiteboard feature allows seamless organization of ideas, supporting various formats like Markdown and Org-mode. With an extensive plugin and theme ecosystem, it offers customization for improved productivity, suitable for students and professionals across desktop and mobile platforms.

Cobalt offers a straightforward media downloading solution without ads, trackers, or paywalls. Users can easily download files by pasting links. Developers can access a detailed monorepo featuring the API, frontend, and package source codes, complete with thorough setup and protection documentation. Sponsored by royalehosting.net, Cobalt enables ethical downloading of public content, emphasizing user responsibility. Join the community via Discord and Twitter for further engagement.

Explore an innovative method in data science that enables the use of confidential data without privacy breaches. By connecting to Datasites, researchers can conduct thorough analyses with private data, ensuring data protection and owner authority. PySyft facilitates numerous machine learning and statistical tasks in Python, fostering innovation with minimal legal and privacy concerns. Easily deploy on systems such as Linux, macOS, and Windows to enhance research accessibility and efficiency.

Jan is an offline AI assistant designed for privacy and control, fully compatible with hardware including NVIDIA GPUs and Apple M-series. Supporting LLMs like Llama, it offers an OpenAI-alike API, and connects to remote AI APIs. Users can personalize their setup with extensions. Driven by the robust Cortex engine, it suits both personal and large-scale use. Currently in development, frequent updates are anticipated.

This repository emphasizes the multi-dimensional trustworthiness of large models, specifically in safety, security, and privacy. It includes a comprehensive collection of resources on multi-modal models such as vision-language and diffusion models. It serves as an essential tool for researchers by offering an extensive selection of papers and the option for users to recommend additional resources. The repository keeps users informed with recent academic advancements and categorizations, making it a critical asset for scholarly and practical pursuits.

NSFW Filter is a free, open-source extension blocking unsafe content for a secure browsing experience. Built with TypeScript and TensorFlow.js, it leverages NSFWJS for classifying images. Available on Chrome Web Store with easy installation and customization. Ideal for work-safe browsing, developers can contribute and test seamlessly through npm.

Mail-in-a-Box is an open-source project that simplifies email management with a pre-configured server setup, enhancing decentralization and privacy. It transforms a new Ubuntu 22.04 LTS 64-bit machine into a fully functional mail server featuring SMTP, IMAP, webmail, spam filtering, DNS management, and TLS security. The tool is designed for straightforwardness, requiring no customization while offering an automated, auditable setup. Contribute to the project on GitHub and benefit from easy domain configurations, built-in management tools, and daily health checks. Refer to the setup guide for installation, and engage with the community forum for assistance.

Delve into an extensive compilation of free, open-source services that respect privacy. Offering users data control without collection or selling, this resource spans categories like 2FA, analytics, AI, and file management, promoting utilities that bolster privacy and security. Suitable for personal or professional needs, discover reliable tools to replace proprietary services and strengthen your digital privacy experience. Explore options like Aegis, F-Droid, and Matomo to keep data secure and private.