Research & Education

obsidian-local-gpt is an Obsidian plugin designed to bring local AI assistance directly into your notes, ensuring maximum privacy and offline access. It integrates with Ollama and OpenAI-like GPT models, enabling users to perform various AI actions on selected text and even images. The plugin offers a context menu for quick actions and an Action Palette for one-time tasks. Key features include the ability to use context from links, backlinks, and PDF files (RAG), and support for community actions that can be browsed and installed directly from the plugin settings. It supports multiple languages and is available through the Obsidian plugin store or BRAT, requiring the AI Providers plugin for configuration.

obsidian-text-extractor is an Obsidian plugin designed to extract text from images, PDFs, and office documents using OCR technology. It acts as a "companion" plugin, primarily useful when integrated with other Obsidian plugins like Omnisearch, but can also be used independently for quick text extraction. The plugin supports various image formats, PDFs, and office documents (.docx, .xlsx). It processes text locally but requires an internet connection to download language files for the underlying Tesseract OCR library. Extracted texts are cached as local JSON files, which can be synced across devices, allowing mobile users to access cached texts even though direct extraction doesn't work on mobile.

PDF Summarizer is an AI-powered tool designed to streamline document analysis by summarizing long PDFs. Users can upload documents and engage in multi-file chats, allowing them to ask questions across multiple documents simultaneously, which is ideal for research projects. The system provides detailed or short summaries, extracts key points, and can even create notes, flashcards, and quizzes. A standout feature is its ability to translate any PDF into a preferred language instantly. The tool also offers a side-by-side view, linking questions directly to specific parts of the PDF for easy source checking and deeper exploration without losing context. It supports PDF files up to 50MB and 500 pages, ensuring data security with SOC2 Type II certification.

ebooks is an open-source GitHub repository offering a comprehensive collection of high-quality IT ebooks. This resource is specifically curated for programmers, students, and technology enthusiasts, providing valuable learning materials across numerous technical domains. The collection includes books on AI, Machine Learning, LLM, Algorithms, C/C++, C#, Competitive Programming, Computer Networks, Databases, Full-Stack Development, Java, Interview preparation, Python, R Programming, ReactJS, System Design, and more. Users can access these materials for free, making it an excellent resource for self-study and skill development in information technology. Contributions are welcome, allowing the community to expand and improve the collection.

Mapwise is an AI-powered learning assistant designed to transform various study materials into structured, step-by-step learning roadmaps. Users can upload notes, PDFs, and videos, which Mapwise then processes to extract topics, structure concepts, and generate milestones. The platform offers a comprehensive suite of study tools, including AI-generated flashcards with spaced repetition, interactive AI quizzes, and voice tutor sessions directly tied to the learning roadmap. This integrated approach helps students, professionals, and self-learners break down complex topics, track progress, and reinforce learning effectively. Mapwise aims to provide a single solution for organized and adaptive study, eliminating the need to juggle multiple apps.

fastai_deeplearn_part1 is an open-source repository offering comprehensive notes and resources for the fast.ai deep learning course. It serves as a valuable educational aid, providing structured outlines for different versions of the deep learning and machine learning courses, ranging from Fall 2016 to Spring 2020. The repository includes helpful resources such as a directory of fastai and deep learning terms, solutions for common errors, FAQs for beginners, and best practices. Additionally, it features technical tools and tips for working with platforms like AWS, Kaggle CLI, and Jupyter Notebooks, making it a practical guide for students and developers engaging with deep learning concepts. The content is primarily in Markdown format, making it easily accessible and reviewable.

game-datasets is a comprehensive GitHub repository offering a curated list of awesome game datasets and tools specifically designed for artificial intelligence in games. This resource is invaluable for researchers, developers, and enthusiasts working on AI or data mining applications within the digital games domain. The repository categorizes its offerings into APIs for accessing game data, various AI experimentation platforms and competitions, mobile game resources, relevant books, and an extensive collection of game datasets. These datasets cover a wide range of games, from popular titles like League of Legends and Dota 2 to classic board games and even Pokémon. Additionally, it includes related datasets, market research, and miscellaneous resources, making it a central hub for anyone looking to build AI applications or conduct data analysis in gaming.

Siedesk simplifies knowledge management by providing a platform to build comprehensive internal and external knowledge bases and FAQ pages. The tool leverages GPT-assisted writing to help users create clear, concise, and relevant articles, improving efficiency and customer satisfaction. Users can customize the appearance of their help center to match their brand, publish it with a custom domain name, and benefit from a free SSL certificate. Siedesk also includes analytics features to track article views, likes, dislikes, and search queries, enabling continuous improvement of content. It's designed to centralize answers for both customers and employees, making information easily accessible.

PaperTalk.io is an AI tool designed to simplify the understanding of complex academic papers. It utilizes advanced language models to provide concise and digestible summaries of research documents, making scholarly information more accessible. The platform aims to help users quickly grasp core concepts without requiring extensive prior knowledge, broadening access to scientific and scholarly information for a diverse global audience. While specific features are not detailed on the provided website, the core functionality revolves around intelligent summarization of academic content.

There.do is an AI tool designed for architects, engineers, and consultants to streamline the creation of site reports and meeting minutes. It allows users to capture notes and photos on-site, which are then automatically organized and integrated into documents. The AI assists with summarizing voice notes, rephrasing text for clarity, and proofreading. It also generates email drafts for sending reports and tracks who has read the documents, with options for reminders. This platform aims to replace traditional word processors by offering a continuous workflow from field notes to a sent, tracked document, significantly reducing the time spent on report generation.

RAGHub serves as a comprehensive, community-driven directory for the rapidly expanding field of Retrieval-Augmented Generation (RAG). It curates a living collection of new and emerging RAG frameworks, projects, and resources, addressing the challenge of keeping up with the constant influx of new tools. The platform aims to help users navigate the RAG ecosystem, providing a centralized place to discover innovations and assess the relevance of various tools. RAGHub categorizes resources into RAG Frameworks, Evaluation and Optimization Frameworks, Engines, Data Preparation Frameworks, Projects, and general Resources. It encourages community contributions, allowing users to add new tools and insights, fostering a collaborative environment for RAG development.

Baasin provides comprehensive AI education through its 'Baas in AI Academy,' offering online video courses like the ChatGPT Video Cursus. The platform also features an AI Shop for various AI-related products and a community, 'De AI Vereniging,' for networking and shared learning. Baasin caters to both individuals and businesses, with specific enterprise contracts available for teams, including options for email domain-based access and SSO. Beyond digital products, Baasin offers onsite AI workshops and a whitelabel workshop option, allowing organizations to deliver their own AI training using Baasin's materials. The platform emphasizes practical, immediately applicable knowledge to help users leverage AI for a competitive edge.

Webscape.ai functions as an AI-powered marketing platform specifically designed for local businesses. It aims to streamline how these businesses manage their online marketing efforts. The tool provides AI-powered assistance, likely for tasks such as content creation, social media management, or customer engagement, though specific features are not detailed on the landing page. By leveraging artificial intelligence, Webscape.ai seeks to enhance productivity and simplify complex marketing processes for its target audience, allowing them to focus on their core business operations. The platform emphasizes ease of use, suggesting it is accessible to users without extensive technical or marketing expertise.

what_are_embeddings is an open-source GitHub repository dedicated to exploring the fundamentals, history, and industrial usage patterns of embeddings in machine learning. The project includes a comprehensive LaTeX document, a generated website, and supporting notebook code, making it a valuable resource for anyone looking to understand these numerical representations. It covers the evolution from traditional methods like TF-IDF and PCA to modern approaches enabled by Word2Vec and Transformer architectures. The repository is designed for educational purposes, offering a deep dive into how embeddings scale with increasing data volume, velocity, and variety in modern applications. Users can contribute to the document by building the LaTeX artifact and submitting pull requests.

GrokiPediaVerified is an open-source knowledge base designed to be a comprehensive collection of information across various subjects. It allows users to actively contribute by suggesting new articles or proposing edits to existing content. The platform encourages specific and well-sourced contributions, emphasizing quality over quantity. Users can sign in to manage their suggestions and edits, fostering a community-driven approach to knowledge curation. It aims to centralize information for efficient exploration, covering topics from artificial intelligence to historical figures and scientific breakthroughs.

Citrus is a similarity-based search engine designed for scientific literature, leveraging machine learning to identify and present related papers. It offers researchers a comprehensive overview of relevant articles within a specific research field through a single search query. This tool aims to streamline the literature review process by helping users quickly discover interconnected research, making it easier to identify key studies and trends. By focusing on similarity, Citrus assists in navigating vast academic databases efficiently, ensuring researchers can find pertinent information without extensive manual sifting.

StudyNinja is an AI-enhanced study buddy designed to elevate the academic journey for students. It integrates technology with intuitive design to boost efficiency and productivity, offering features like personalized study goal crafting and progress monitoring. The platform excels in assignment management, allowing users to create and collaborate on documents, and provides robust to-do lists for task management. Note-taking is redefined with options to share insights and export notes as PDF or Word. A standout feature is the Curious AI Tutor, ready to assist with questions and broaden knowledge through insightful conversations. StudyNinja also streamlines group projects with dynamic collaboration tools, enabling delegation and effective communication. It supports active learning with interactive tools like digital flashcards and innovative note-taking, all accessible on PC, tablet, or mobile without software installations or updates.

Trainual is an all-in-one employee training platform designed to streamline business operations by documenting processes and automating training. It helps organizations create structured onboarding experiences, manage standard operating procedures (SOPs), and ensure employee accountability through integrated testing and reporting. The platform leverages AI to generate training content, build role-based training paths, and provide instant answers through an AI assistant. Trainual also offers real-time collaboration, compliance features with e-signatures, and detailed reporting to track progress and performance. It aims to reduce onboarding time, improve productivity, and centralize all critical operational knowledge for teams of any size.

Lyrprompt is an AI prompt and knowledge base builder designed to streamline the AI application development process. It enables users to transform project context into optimized, platform-specific prompts, ensuring consistency and accuracy in AI outputs. The tool features a prompt editor and offers proven templates from sources like Lovable.dev and Bolt.new. Lyrprompt also helps in analyzing prompt structure and provides an optimization score. Users can sign up to unlock additional generations per day, making it a valuable asset for developers looking to build robust AI applications with well-structured prompts and knowledge bases.

ArXiv New ML Datasets is a specialized tool designed to help researchers and academics discover new machine learning datasets within the vast collection of arXiv computer science papers. Users can efficiently search for relevant papers using either keyword-based queries or advanced semantic search capabilities. The platform then allows for further refinement of results by research category, making it easier to pinpoint specific areas of interest. This tool is particularly valuable for those looking to stay updated on the latest dataset introductions in the machine learning field, facilitating academic research and data-driven projects by providing a focused and streamlined discovery process.

Awesome-Visual-Transformer is a comprehensive, open-source repository dedicated to collecting and organizing academic papers focused on the application of transformers in computer vision (CV). This tool serves as an invaluable resource for researchers, academics, and practitioners looking to stay updated on the latest advancements in this rapidly evolving field. The collection includes original transformer papers, surveys, and numerous arXiv preprints covering diverse topics such as 3D semantic segmentation, object detection, image generation, medical image synthesis, and video processing. Users can easily browse papers, often with links to associated code, making it a practical resource for both theoretical understanding and implementation. The repository encourages community contributions through issues and pull requests, fostering a collaborative environment for knowledge sharing.

Chinese Instruments is an AI-powered tool designed to identify traditional Chinese musical instruments from short audio clips. Users can upload an audio snippet, typically around 3 seconds in length, and optionally select a pre-trained model for analysis. The tool then processes the audio and returns the name of the Chinese instrument detected. This application is hosted on Hugging Face Spaces, making it accessible for anyone interested in identifying traditional Chinese instrument sounds, whether for research, education, or personal curiosity. It leverages machine learning to provide insights into the rich soundscape of Chinese traditional music.

SwiftNotes AI is an intelligent tool designed to streamline information capture and organization by generating instant AI notes from YouTube videos. It leverages artificial intelligence to help users quickly process and make sense of video content, enhancing overall productivity and knowledge management. The tool aims to be the simplest and fastest AI solution for students and professionals who rely on video content for learning and research, allowing them to study smarter and ensure no important details are overlooked. Users can try it free to experience its benefits.

The HKUST(GZ) Information Hub, part of The Hong Kong University of Science and Technology (Guangzhou), is dedicated to advancing information science and technology through innovative education and research. It emphasizes a cross-disciplinary approach, integrating various fields to address complex challenges. The hub focuses on key areas such as Artificial Intelligence, Data Science, Internet of Things (IoT), and Computational Media, aiming to cultivate forward-looking talents with a global vision. Through its academic structure, which includes various Hubs and Thrust Areas, HKUST(GZ) seeks to promote higher education reform and accelerate collaboration between Hong Kong and Mainland China, contributing significantly to the development of the Greater Bay Area.