Best AI tools for< Preserve Data Privacy >

Sherpa.ai is a SaaS platform that enables data collaborations without sharing data. It allows businesses to build and train models with sensitive data from different parties, without compromising privacy or regulatory compliance. Sherpa.ai's Federated Learning platform is used in various industries, including healthcare, financial services, and manufacturing, to improve AI models, accelerate research, and optimize operations.

Granica AI is an AI data readiness platform that helps users build and manage high-quality data for AI at scale. The platform uses AI to continuously improve the AI-readiness of data, making projects faster and more impactful over time. Granica offers features such as data cost optimization, data privacy, data selection & curation, and more. Trusted by category-defining companies, Granica is recognized for its efficiency in reducing storage costs and improving data security.

Gretel.ai is an AI tool that helps users incorporate generative AI into their data by generating synthetic data that is as good or better than the existing data. Users can fine-tune custom AI models and use Gretel's APIs to generate unlimited synthesized datasets, perform privacy-preserving transformations on sensitive data, and identify PII with advanced NLP detection. Gretel's APIs make it simple to generate anonymized and safe synthetic data, allowing users to innovate faster and preserve privacy while doing it. Gretel's platform includes Synthetics, Transform, and Classify APIs that provide users with a complete set of tools to create safe data. Gretel also offers a range of resources, including documentation, tutorials, GitHub projects, and open-source SDKs for developers. Gretel Cloud runners allow users to keep data contained by running Gretel containers in their environment or scaling out workloads to the cloud in seconds. Overall, Gretel.ai is a powerful AI tool for generating synthetic data that can help users unlock innovation and achieve more with safe access to the right data.

MemoryLane is an AI-powered reminiscence therapy application that helps users transform their life stories into beautifully bound books. Through engaging conversations with an AI confidante named Genie, users can share their memories in English or Chinese, which are then transformed into captivating chapters of a personalized book. The app offers features like personalizing book covers, transitioning from digital to printed books, and creating a tangible legacy for future generations. MemoryLane aims to provide a safe space for reminiscing about the past and easily creating enduring legacies.

PhotoRestore.io is a free AI photo restoration service that specializes in restoring old or damaged photos. Using state-of-the-art algorithms, the platform can repair blurry, faded, and damaged photos to provide clear, high-quality images. PhotoRestore.io aims to bring faded memories back to life and help users preserve their precious moments. The service prioritizes user privacy and data security, offering a seamless experience for restoring photos and creating lasting keepsakes for generations to come.

Sensay is a platform that specializes in creating digital AI Replicas, offering cutting-edge cloning technology to simplify the process of developing humanlike AI Replicas. These Replicas are designed to preserve and share wisdom, catering to various needs such as dementia care, custom solutions, education, and fan engagement. Sensay ensures the creation of personalized Replicas that mimic individual personalities for realistic interactions, with a focus on continuous learning and enhancing interaction quality over time. The platform also delves into ethical and philosophical implications, emphasizing privacy protection, consent, and the exploration of identity concepts.

MeetYou is an AI application that allows users to create their own digital entity, preserving their experiences, memories, and thoughts in a structured manner. Users can interact with their entity through chat, voice, or video, and even monetize these interactions. The application extracts data from various sources, creates a model based on user knowledge, and enables users to customize and evolve their entity with additional knowledge and features.

Leaves is an AI-powered personal storytelling app that allows users to capture cherished memories, craft captivating stories, and preserve their legacy in a remarkable way. The app offers features such as Virtual Biographer, Save Your Legacy, and Timeless Tale to help users create interactive life maps, timelines, and summary biographies. Leaves prioritizes user privacy and security, with no ads or data sharing with third parties. Users can start their storytelling journey for free or unlock more features with Leaves Premium.

Colorizethis.io is an AI-powered application that specializes in colorizing old black-and-white photos, bringing them to life in vibrant colors. The platform offers professional image colorization technology previously only available to image labs, allowing users to transform cherished memories into high-quality 8k color photos. With cutting-edge AI algorithms trained on billions of images, Colorizethis.io provides users with the opportunity to revive old family portraits, vacation snapshots, and nostalgic childhood images with brilliant hues, preserving history and creating colorful masterpieces. The service ensures privacy by processing data onsite and deleting all information after 48 hours, offering users peace of mind while enjoying the benefits of advanced image colorization technology.

Green Cubes is an AI application that provides precise volume, complexity, and biodiversity indication of terrestrial areas at scale for Digital Reality and Sponsorship. It shapes the digital twin of nature, offering transparency and trust through Measure, Report, and Verification (MVR) using data collection, AI computation, and 3D visualization. Green Cubes enables corporations to sponsor nature impact with confidence and transparency, contributing to the preservation of biodiversity.

DBiz.ai is a high-performing product and engineering company that partners with organizations using AI-first strategies to develop digital solutions. They empower customers to preserve and enhance their current business while building the innovative future they desire through AI-driven solutions. DBiz.ai harnesses the power of AI technology to drive business success with innovative solutions, nurturing a thriving community and empowering humanity to ignite positive change using AI technology. They bridge the gap between end customer needs, business objectives, and IT organizations, inspiring and advising businesses to drive innovation and growth with cutting-edge BizDevOps strategy and advanced AI-enabled Platform Engineering Framework.

The website is a whimsical place where machines create art through the use of GPT and algorithmic steps. The project started in March/April 2023 and evolved to generate recognizable, amusing, and delightful illustrations. The tool produced 3,447 images over a 9-month period before being shut down. The collected data could be used to fine-tune a model, although this project has not yet been started. The website showcases preserved images online for nostalgic purposes.

VABOT is an ecosystem of advanced, AI-powered enterprise and consumer-facing solutions integrating blockchain and artificial intelligence to improve users' daily lives and preserve time. It offers tailored virtual assistant bots for various industries like hospitality, retail, travel, health, and finance. The $VABT token serves as the native currency for VABOT, enabling subscriptions, staking, and rewards within the ecosystem. VABOT ensures data security with advanced encryption protocols and offers a roadmap for future development.

Bypass AI is an advanced AI tool designed to rewrite AI-generated content into human-like text, bypassing AI detectors effortlessly. It ensures 100% originality and natural sound in writing by leveraging natural language processing. The tool is user-friendly, free to use, and does not require registration. Bypass AI helps users create unique, plagiarism-free content, saving time and effort in manual rewriting. It preserves the original idea of the text while enhancing its quality and authenticity, making it undetectable by AI detection tools.

GPTZero is a leading AI detector designed to identify text generated by large language models like ChatGPT, GPT-4, Bard, LLaMa, and others. It utilizes advanced technology to analyze writing patterns and determine the likelihood of AI involvement. GPTZero provides detailed insights into the writing process, highlighting sections potentially written by AI. With its user-friendly interface and various integrations, GPTZero empowers educators, students, writers, recruiters, and cybersecurity professionals to navigate the world of AI-generated content with confidence.

HereAfter AI is an interactive memory app that helps users preserve their memories by interviewing them about their life and allowing loved ones to hear meaningful stories through a virtual interface. It offers a unique way to create a legacy by recording audio stories, adding photos, and engaging in conversations with a virtual version of oneself. The app is designed to be user-friendly for people of all ages, providing a secure and accessible platform for sharing memories with authorized individuals.

Life Story AI is an application that utilizes artificial intelligence to assist users in writing their life stories or the life stories of their parents. The app guides users through a series of questions, transcribes their responses, and compiles them into a personalized book of up to 250 pages. Users can customize the cover, edit content, and add photos to create a unique family memoir. With features like voice-to-text transcription, grammar correction, and style formatting, Life Story AI simplifies the process of preserving cherished memories in a beautifully crafted book.

Mems is an AI-powered photo enhancer application designed to help users preserve, enhance, and cherish their memories through advanced photo editing capabilities. The app offers a range of features to improve the quality of photos, such as removing glare, brightening smiles, clearing blemishes, and removing braces. Mems is suitable for both professional photographers and individuals looking to enhance their personal photos. The application is user-friendly and provides watermark-free editing, allowing users to create and share their favorite moments effortlessly.

Memoirist is an AI-assisted service that helps users self-author heartfelt memoirs and biographies of their loved ones. The platform prompts users with expert questions to uncover deep and meaningful stories effortlessly. It turns interviews into beautifully crafted memoirs, handles formatting and design, and delivers a printed book straight to the user's door. Memoirist aims to help families stay connected, preserve their history, and create lasting memories for themselves and future generations.

The 'Times of My Life' app is an AI-powered storytelling tool designed to help users capture, share, and preserve their life stories. Users can be interviewed about important life events, milestones, and memories, and the virtual biographer will write and edit the stories in minutes, complete with photos and video clips. The app allows users to add narration and music, and instantly publish the stories in various formats. It aims to celebrate meaningful life experiences, preserve legacies, and offer a unique way to share stories with loved ones.

At Nesa, privacy is a critical objective. Equivariant Encryption (EE) is a solution developed to perform inference on neural networks without exposing input and output data. EE integrates specialized transformations for neural networks, maintaining data privacy while ensuring inference operates correctly on encrypted inputs. It provides the same latency as plaintext inference with no slowdowns and offers strong security guarantees. EE avoids the computational costs of traditional Homomorphic Encryption (HE) by preserving non-linear neural functions. The tool is designed for modern neural architectures, ensuring accuracy, scalability, and compatibility with existing pipelines.

Nesa is a tool that allows users to run on-prem AI for a fraction of the cost through a blind API. It provides blind privacy, zero latency on protected inference, wide model coverage, cost savings compared to cloud and on-prem AI, RAG support, and ChatGPT compatibility. Nesa achieves blind AI through Equivariant Encryption (EE), a new security technology that provides complete inference encryption with no additional latency. EE allows users to perform inference on neural networks without exposing the underlying data, preserving data privacy and security.

Ruby Nano Bots is an implementation of the Nano Bots specification supporting various AI providers like Cohere Command, Google Gemini, Maritaca AI MariTalk, Mistral AI, Ollama, OpenAI ChatGPT, and others. It allows calling tools (functions) and provides a helpful assistant for interacting with AI language models. The tool can be used both from the command line and as a library in Ruby projects, offering features like REPL, debugging, and encryption for data privacy.

Call Center AI is an AI-powered call center solution leveraging Azure and OpenAI GPT. It allows for AI agent-initiated phone calls or direct calls to the bot from a configured phone number. The bot is customizable for various industries like insurance, IT support, and customer service, with features such as accessing claim information, conversation history, language change, SMS sending, and more. The project is a proof of concept showcasing the integration of Azure Communication Services, Azure Cognitive Services, and Azure OpenAI for an automated call center solution.

Awesome-Segment-Anything is a powerful tool for segmenting and extracting information from various types of data. It provides a user-friendly interface to easily define segmentation rules and apply them to text, images, and other data formats. The tool supports both supervised and unsupervised segmentation methods, allowing users to customize the segmentation process based on their specific needs. With its versatile functionality and intuitive design, Awesome-Segment-Anything is ideal for data analysts, researchers, content creators, and anyone looking to efficiently extract valuable insights from complex datasets.

AITreasureBox is a comprehensive collection of AI tools and resources designed to simplify and accelerate the development of AI projects. It provides a wide range of pre-trained models, datasets, and utilities that can be easily integrated into various AI applications. With AITreasureBox, developers can quickly prototype, test, and deploy AI solutions without having to build everything from scratch. Whether you are working on computer vision, natural language processing, or reinforcement learning projects, AITreasureBox has something to offer for everyone. The repository is regularly updated with new tools and resources to keep up with the latest advancements in the field of artificial intelligence.

An Open-Source Engineering Guide for Prompt-in-context-learning from EgoAlpha Lab. 📝 Papers | ⚡️ Playground | 🛠 Prompt Engineering | 🌍 ChatGPT Prompt | ⛳ LLMs Usage Guide > **⭐️ Shining ⭐️:** This is fresh, daily-updated resources for in-context learning and prompt engineering. As Artificial General Intelligence (AGI) is approaching, let’s take action and become a super learner so as to position ourselves at the forefront of this exciting era and strive for personal and professional greatness. The resources include: _🎉Papers🎉_: The latest papers about _In-Context Learning_ , _Prompt Engineering_ , _Agent_ , and _Foundation Models_. _🎉Playground🎉_: Large language models（LLMs）that enable prompt experimentation. _🎉Prompt Engineering🎉_: Prompt techniques for leveraging large language models. _🎉ChatGPT Prompt🎉_: Prompt examples that can be applied in our work and daily lives. _🎉LLMs Usage Guide🎉_: The method for quickly getting started with large language models by using LangChain. In the future, there will likely be two types of people on Earth (perhaps even on Mars, but that's a question for Musk): - Those who enhance their abilities through the use of AIGC; - Those whose jobs are replaced by AI automation. 💎EgoAlpha: Hello! human👤, are you ready?

AIlice is a fully autonomous, general-purpose AI agent that aims to create a standalone artificial intelligence assistant, similar to JARVIS, based on the open-source LLM. AIlice achieves this goal by building a "text computer" that uses a Large Language Model (LLM) as its core processor. Currently, AIlice demonstrates proficiency in a range of tasks, including thematic research, coding, system management, literature reviews, and complex hybrid tasks that go beyond these basic capabilities. AIlice has reached near-perfect performance in everyday tasks using GPT-4 and is making strides towards practical application with the latest open-source models. We will ultimately achieve self-evolution of AI agents. That is, AI agents will autonomously build their own feature expansions and new types of agents, unleashing LLM's knowledge and reasoning capabilities into the real world seamlessly.

Holloway's Upscaler is a consolidation of various compiled open-source AI image/video upscaling products for a CLI-friendly image and video upscaling program. It provides low-cost AI upscaling software that can run locally on a laptop, programmable for albums and videos, reliable for large video files, and works without GUI overheads. The repository supports hardware testing on various systems and provides important notes on GPU compatibility, video types, and image decoding bugs. Dependencies include ffmpeg and ffprobe for video processing. The user manual covers installation, setup pathing, calling for help, upscaling images and videos, and contributing back to the project. Benchmarks are provided for performance evaluation on different hardware setups.

WeChatMsg is a tool designed to help users manage and analyze their WeChat data. It aims to provide users with the ability to preserve their precious memories and create a personalized AI companion. The tool allows users to extract and export various types of data from WeChat, such as text, images, contacts, and more. Additionally, it offers features like analyzing chat data and generating visual annual reports. WeChatMsg is built on the idea of empowering users to take control of their data and foster emotional connections through technology.

Geoweaver is an in-browser software that enables users to easily compose and execute full-stack data processing workflows using online spatial data facilities, high-performance computation platforms, and open-source deep learning libraries. It provides server management, code repository, workflow orchestration software, and history recording capabilities. Users can run it from both local and remote machines. Geoweaver aims to make data processing workflows manageable for non-coder scientists and preserve model run history. It offers features like progress storage, organization, SSH connection to external servers, and a web UI with Python support.

Jupyter Quant is a dockerized environment tailored for quantitative research, equipped with essential tools like statsmodels, pymc, arch, py_vollib, zipline-reloaded, PyPortfolioOpt, numpy, pandas, sci-py, scikit-learn, yellowbricks, shap, optuna, and more. It provides Interactive Broker connectivity via ib_async and includes major Python packages for statistical and time series analysis. The image is optimized for size, includes jedi language server, jupyterlab-lsp, and common command line utilities. Users can install new packages with sudo, leverage apt cache, and bring their own dot files and SSH keys. The tool is designed for ephemeral containers, ensuring data persistence and flexibility for quantitative analysis tasks.

This simple package can be used to fix an invalid json string. To know all cases in which this package will work, check out the unit test. Inspired by https://github.com/josdejong/jsonrepair Motivation Some LLMs are a bit iffy when it comes to returning well formed JSON data, sometimes they skip a parentheses and sometimes they add some words in it, because that's what an LLM does. Luckily, the mistakes LLMs make are simple enough to be fixed without destroying the content. I searched for a lightweight python package that was able to reliably fix this problem but couldn't find any. So I wrote one How to use from json_repair import repair_json good_json_string = repair_json(bad_json_string) # If the string was super broken this will return an empty string You can use this library to completely replace `json.loads()`: import json_repair decoded_object = json_repair.loads(json_string) or just import json_repair decoded_object = json_repair.repair_json(json_string, return_objects=True) Read json from a file or file descriptor JSON repair provides also a drop-in replacement for `json.load()`: import json_repair try: file_descriptor = open(fname, 'rb') except OSError: ... with file_descriptor: decoded_object = json_repair.load(file_descriptor) and another method to read from a file: import json_repair try: decoded_object = json_repair.from_file(json_file) except OSError: ... except IOError: ... Keep in mind that the library will not catch any IO-related exception and those will need to be managed by you Performance considerations If you find this library too slow because is using `json.loads()` you can skip that by passing `skip_json_loads=True` to `repair_json`. Like: from json_repair import repair_json good_json_string = repair_json(bad_json_string, skip_json_loads=True) I made a choice of not using any fast json library to avoid having any external dependency, so that anybody can use it regardless of their stack. Some rules of thumb to use: - Setting `return_objects=True` will always be faster because the parser returns an object already and it doesn't have serialize that object to JSON - `skip_json_loads` is faster only if you 100% know that the string is not a valid JSON - If you are having issues with escaping pass the string as **raw** string like: `r"string with escaping\"" Adding to requirements Please pin this library only on the major version! We use TDD and strict semantic versioning, there will be frequent updates and no breaking changes in minor and patch versions. To ensure that you only pin the major version of this library in your `requirements.txt`, specify the package name followed by the major version and a wildcard for minor and patch versions. For example: json_repair==0.* In this example, any version that starts with `0.` will be acceptable, allowing for updates on minor and patch versions. How it works This module will parse the JSON file following the BNF definition: ::= | ::= | | ; Where: ; is a valid real number expressed in one of a number of given formats ; is a string of valid characters enclosed in quotes ; is one of the literal strings 'true', 'false', or 'null' (unquoted) ::=