Research & Education

AI-reads-books-page-by-page is a Python script designed for intelligent page-by-page analysis of PDF books. It methodically extracts knowledge points and generates progressive summaries at specified intervals, ensuring a detailed content understanding while preserving the book's contextual flow. Key features include automated PDF analysis, AI-powered content understanding and summarization, interval-based progress summaries, and persistent knowledge base storage. The tool also offers customization options for analysis intervals, AI models, and test pages, alongside smart content filtering to skip irrelevant sections like tables of contents. It's an open-source solution for anyone needing to deeply analyze and summarize PDF documents.

zenfeed is an AI-powered RSS reader designed to transform how users consume information. It acts as an intelligent RSS reader, a real-time "news" knowledge base, and a personal secretary that monitors specific events and delivers analytical reports. By combining AI capabilities with RSS, zenfeed aims to overcome the information overload and filtering difficulties often associated with traditional RSS feeds and algorithm-driven recommendations. It features a pipeline processing mechanism, allowing users to customize prompts for scoring, classifying, summarizing, and filtering content. This flexibility enables users to create personalized queries, filters, and notifications, making it a highly customizable tool for information management.

AI For Everyone is a blog and educational platform created by Juliusz Tomeczek, designed to demystify artificial intelligence and make it accessible for everyday use and professional application. The platform provides practical information, insights, and courses, such as a specialized AI course for lawyers, legal students, and in-house counsel. It aims to equip users with the knowledge to leverage AI effectively in their work, streamline processes, and understand potential risks, all without technical jargon. The blog also features articles on AI tools, industry events, and real-world AI applications, encouraging users to integrate AI into their professional lives.

Parafact is an advanced AI tool designed to fact-check any written content, whether human-generated or AI-generated, using reliable sources. Users can simply copy and paste text, and Parafact provides instant verification in seconds, complete with citations for every fact-checked claim. This makes it an invaluable asset for ensuring credibility across various domains, including journalism, academic research, legal documentation, and content creation. The platform leverages state-of-the-art AI models for high accuracy and offers a developer API for seamless integration into other applications, enabling automated content moderation and scalable fact-checking.

SmallVill offers a captivating virtual world where 25 AI agents, each inspired by historical figures like Socrates and Cleopatra, engage in dynamic conversations and actions within a modern-day village setting. Users can observe the unfolding lives of these AI characters, providing a unique simulation experience. Beyond the interactive virtual world, SmallVill also features exclusive NFTs available on OpenSea, blending AI simulation with digital collectibles. This platform is ideal for those interested in observing complex AI behaviors and interactions in a simulated environment.

Curipod is an AI-powered platform designed to create interactive and engaging lessons for K-12 students. It leverages AI to provide real-time feedback to students, encouraging reflection, revision, and growth. The tool supports various subjects including ELA, Math, Social Studies, Science, World Languages, and SEL, offering slides, interactive activities, and AI feedback tailored to instructional content and standards. Curipod aims to increase student participation and engagement, with testimonials highlighting significant improvements in test scores and writing skills. It fosters collaborative learning and helps teachers create high-quality, standard-based content quickly, making learning exciting and effective for students.

Blocks is an open-source framework built on top of Theano, designed to simplify the construction and training of neural networks. It offers several key features including the ability to create 'bricks' for parametrized Theano operations, pattern matching for selecting variables and bricks within complex models, and algorithms for model optimization. The framework also supports saving and resuming training sessions, monitoring and analyzing training progress across different datasets, and applying graph transformations like dropout. Blocks is complemented by Fuel, a data processing engine, and has additional components available through Blocks-extras, making it a comprehensive solution for deep learning development.

AssignOwl is an AI-powered assignment grader and evaluator designed to help students improve their academic work. Users upload their assignments, university guidelines, and rubrics to receive instant AI grade predictions and detailed feedback. The tool boasts approximately 90% accuracy compared to professor marks, as validated across UK universities. It provides section-wise marks, identifies strengths and areas for improvement, and offers specific suggestions for enhancement. Beyond grading, AssignOwl also includes an AI detection tool, a topic generator, and a beta survey filler, making it a comprehensive platform for academic support. It operates on a credit-based pricing model, allowing users to pay only for what they use without subscriptions.

FARI - AI for the Common Good Institute is an independent, not-for-profit Artificial Intelligence initiative led by the Vrije Universiteit Brussel (VUB) and the Université libre de Bruxelles (ULB). It focuses on developing, understanding, and using state-of-the-art technologies while ensuring ethical applicability, acceptability, and relevance of its projects. FARI aims to bridge the gap between technology and society, contributing to the UN Sustainable Development Goals. The institute works closely with the Brussels public administration, citizens, and small and medium-sized enterprises to foster social innovation and create knowledge, aiming to make the region a smart city with sustainable impact.

Solarad AI offers an advanced AI-powered platform for solar energy forecasting and weather intelligence, designed to maximize solar energy assets and minimize grid penalties. The platform provides 14-day solar power forecasts with sub-hourly resolution, utilizing ensemble ML and NWP models, including plane-of-array (POA) for PV trackers. Users can leverage hyperlocal monitoring, predictive insights, and automated alerts to make informed operational decisions. Solarad AI also offers robust Weather APIs for Solar, enabling real-time and historical solar weather data integration. With a focus on leading accuracy, the platform provides over 50 data layers and actionable insights to safeguard plant operations and deliver timely alerts for weather disruptions.

Ms text-to-speech downloader provides an easy-to-use platform for converting text into natural-sounding speech using Microsoft's Text-to-Speech service. The tool simplifies the process of synthesizing audio, allowing users to play or download the generated speech with just one click. It eliminates the need for technical knowledge or familiarity with Microsoft Azure Cloud Service, making it accessible to a broad audience. The platform offers various pricing tiers, including a free option for occasional use and a Pro plan for unlimited downloads and priority support. This tool is ideal for content creators, podcasters, and anyone needing quick and efficient text-to-speech conversion.

Deep-Learning-A-Visual-Approach is an open-source repository offering all figures and Jupyter notebooks from Andrew Glassner's book, "Deep Learning: A Visual Approach," completely free of charge. This resource is designed to support visual learning of deep learning concepts. It includes high-resolution PNG figures, released under the MIT license, making them suitable for classes, reports, papers, and presentations. The repository also provides lightly commented Jupyter notebooks used to generate many of the book's figures, also under the MIT license, allowing users to explore, optimize, and adapt the code. Additionally, it features three free bonus chapters covering scikit-learn for machine learning and Keras for deep learning, complete with text, notebooks, and figures.

Shownex is a social hub designed for personalized movie discovery, leveraging AI to provide tailored recommendations. Users can connect with friends, search for movies using natural language based on their feelings or preferences, and find top picks across a vast catalog of over 300 streaming platforms. The platform offers a unique match score for movies based on individual preferences and explains why a particular movie might be a good fit. It also allows users to discover movies suggested by their social circle, track watchlists, and access an exhaustive catalog that includes free movies and those not available in their region. Shownex aims to simplify movie selection by consolidating options and fostering peer-driven discovery.

Replicoo is an AI medical records platform designed to centralize and simplify personal health management. Users can securely upload and organize all their medical files, including labs, scans, notes, and documents, into one unified platform. The tool leverages AI to provide clear explanations of lab results, medications, and health changes, eliminating the need for extensive online searches. Replicoo also helps users track health trends over time with visual insights, enabling better decision-making between doctor appointments. It supports family health management, allowing users to organize medical histories and medications for all family members in a secure environment. The platform emphasizes privacy and security, ensuring data encryption and user control over their health information.

Recapext is an open-source browser extension designed to help users quickly summarize any portion of a webpage using ChatGPT. This tool simplifies the process of extracting key information from online content, making it easier to grasp the main points without reading through entire articles. It's built for efficiency, allowing users to select specific sections for summarization. As an open-source project, it offers transparency and community-driven development. The extension aims to enhance productivity for anyone needing to condense web content.

FAANGFirst is an AI-powered job alert system designed for computer science and software engineering professionals seeking roles at top tech companies like Meta, Google, and Amazon (FAANG). It monitors career pages in near real-time, providing immediate email notifications when new positions are posted. This allows users to discover and apply to jobs significantly earlier than those relying on public job boards, giving them a competitive edge before listings attract a large volume of applicants. The service focuses exclusively on US-based roles and aims to help candidates get first-wave alerts to maximize their chances of success in a highly competitive job market.

WhyHere is an innovative mobile application designed to transform how users interact with their surroundings. By simply taking a photo of a building, monument, business, or any point of interest, the app leverages AI to provide useful, contextual information. It can explain the history of a place, offer practical details, and provide helpful links, tailoring every answer to the specific object or location observed. The app is ideal for understanding real-world architecture, urban objects, empty spaces, museum exhibits, signs of the past, and infrastructure. It operates with a focus on privacy, requiring no accounts or tracking, and is available on both iOS and Android platforms.

Kolby AI is a comprehensive sales performance system designed to enhance both inbound and outbound sales calls through real-time AI guidance. It offers features like in-call guidance, post-call coaching, and role-play training to help sales representatives improve their skills. The platform also includes a power dialer, transcription services, and supports over 70 languages. Kolby AI aims to close the gap between current performance and potential, enabling reps to achieve top closing skills and ensuring team consistency. It provides insights into sales temperature, preferred tone, next best actions, and handles objections effectively, ultimately leading to faster rep ramp-up times and improved overall sales performance.

awesome-feature-engineering is a comprehensive, curated list of resources dedicated to various feature engineering techniques essential for machine learning. This open-source repository covers a wide array of data types, including numeric, textual, image, categorical, time series, and geospatial data. It provides links to relevant libraries, articles, and tutorials for methods such as scaling, ranking, quantization, Box-Cox transformation, feature interactions, clustering, t-SNE, PCA, Bag of Words, TFIDF, word embeddings, one-hot encoding, count encoding, label encoding, mean encoding, hashing, rolling window features, and lag features. Maintained by Andrei Khobnia, this resource is invaluable for data scientists and machine learning engineers looking to enhance their feature engineering skills and find practical implementations.

Arro is an AI-powered research assistant designed to streamline and enhance product development by automating customer conversations. This tool allows product teams to gather insights at scale, moving beyond traditional manual methods. By facilitating user interviews and generating actionable insights, Arro helps product managers make more informed decisions and align their product roadmap directly with customer needs. It aims to provide a comprehensive understanding of user requirements and market gaps, enabling faster iteration and more successful product launches. The platform focuses on efficiency and data-driven strategy, making it a valuable asset for any team looking to optimize their product development cycle.

Awesome-DynamicGraphLearning is a comprehensive, open-source GitHub repository dedicated to collecting and organizing significant research papers and their associated code in the field of machine learning, specifically deep learning, applied to dynamic (temporal) graphs, networks, and knowledge graphs. The repository covers a wide range of topics, including surveys, theoretical advancements, and applications such as recommender systems. It features papers from top conferences and journals like ICML, SIGKDD, ICLR, NeurIPS, WWW, and VLDB, spanning from 2012 to 2025. This curated list serves as an invaluable resource for researchers, academics, and students looking to stay updated on the latest developments and find relevant implementations in dynamic graph learning.

BluMotiv specializes in smart, scalable, and sustainable electric mobility solutions, leveraging AI to enhance electric vehicle performance. The platform provides advanced EV powertrain solutions and electrofit services, enabling the conversion of conventional vehicles into smart EVs. By utilizing AI-powered predictive controls, BluMotiv optimizes critical aspects such as vehicle performance, extended range, and improved battery life. The company also employs virtual twin technology and AI-based insights, which are crucial for the development and refinement of their EV solutions, ensuring efficiency and sustainability in the evolving electric vehicle market.

ARQUIMEA Research Center is a corporate research center dedicated to developing ideas and projects with high technological value. It focuses on disruptive technologies including quantum computing, biotechnology, photonics, robotics, artificial intelligence, and blockchain. The center is part of ARQUIMEA, a tech company that invests a significant portion of its annual profits into R&D to create new products and services. It employs researchers and experts with extensive experience from various global research centers, aiming to solve societal problems through science and technology and contribute to the development and progress of society across high-demanding sectors.

KnoWhiz is an AI-powered study assistant designed to help students unlock faster and simpler learning. It allows users to boost their review sessions with AI-powered and personalized materials, generating customized flashcards, quizzes, and AI tutor support from text descriptions, slides, notes, and video links. The tool caters to unique learning needs across various subjects, from criminal law and AP psychology to statistics and data analysis. KnoWhiz offers different plans, including a free Lite option, to suit diverse study requirements, providing an organized review structure for comprehensive understanding.