Research & Education

llm-graph-builder is an open-source tool designed to convert various forms of unstructured data, such as PDFs, DOCs, TXTs, YouTube videos, and web pages, into structured knowledge graphs. It utilizes Large Language Models (LLMs) and the LangChain framework to extract nodes, relationships, and properties, storing them in a Neo4j database. Users can upload files from local machines, GCS, S3 buckets, or web sources, select their preferred LLM model, and define custom or existing schemas for graph generation. Key features include graph visualization in Neo4j Bloom, conversational querying of data, and token usage tracking. It supports a wide range of LLMs including OpenAI, Gemini, Anthropic, and Ollama, and offers various embedding models for data vectorization.

SageNest is an AI-powered platform designed for personalized French language learning. It connects school learners and DELF/TEF aspirants with expert tutors for 1:1 sessions, providing tailored guidance and action plans. Beyond live sessions, the platform offers 24/7 AI learning support to ensure continuous improvement. SageNest aims to cut through the clutter of too many resources by offering a clear path to language proficiency, adapting dynamically to the learner's progress. This approach helps users improve faster and achieve their French language goals effectively.

MindGraph is an open-source, API-first proof-of-concept prototype for generating and querying an ever-expanding knowledge graph using AI. It is designed for natural language interactions, allowing users to input and output information in a human-readable format. The project serves as a flexible template for building and customizing CRM solutions, emphasizing ease of integration and extendibility through its modular architecture. Key features include entity management with CRUD operations on people, organizations, and their relationships, custom integration triggers via HTTP requests, and robust search capabilities. MindGraph is AI-ready, facilitating intelligent data processing and decision-making, and supports various database integrations including in-memory, NexusDB, NebulaGraph, and FalkorDB.

The History Timeline Generator is an online AI-powered tool designed to create customized timelines for historical events. It assists users in organizing and presenting the development of historical occurrences, making complex information accessible and understandable. The tool allows for the generation of timelines for various subjects, including historical figures, fictional narratives, country histories, and specific scientific or cultural developments. Users can search for public cached timelines instantly or generate new ones, with queries consumed only when AI is needed for new or regenerated content. This makes it an invaluable resource for students, educators, and history enthusiasts looking to visualize and explore historical data efficiently.

Mem is an AI-powered knowledge assistant designed to streamline team collaboration and information access. It automatically organizes various forms of team work, including meeting notes, project documentation, and comprehensive knowledge bases. The platform ensures that all stored information is instantly searchable and readily discoverable, making it easier for teams to find what they need when they need it. By leveraging AI, Mem aims to reduce the time spent on organizing and searching for information, thereby improving overall team productivity and knowledge sharing.

AFI Explorer is a mobile application designed to revolutionize how Air Force personnel interact with official publications. Leveraging AI, the tool enables users to instantly chat, reference, and search Air Force Instructions (AFIs) directly from their mobile devices. This eliminates the need for manual navigation through lengthy documents, significantly boosting efficiency. The app aims to help users quickly and efficiently find the information they need, making complex military regulations more accessible and manageable. It's built to streamline the process of understanding and applying Air Force guidelines, providing a modern solution for accessing critical information on the go.

MediumGPT is a technical exploration of a ChatGPT plugin designed to access, browse, and extract content from Medium. Developed by Medium Engineering, this proof-of-concept demonstrates how content platforms can expose their data to ChatGPT, overcoming the LLM's limitations regarding internet access and up-to-date information. The plugin allows users to query trending posts, retrieve the full content of specific articles (if not paywalled), search posts by query, and explore topics. It leverages an OpenAPI specification to enable ChatGPT to understand and interact with Medium's content API, providing a natural language interface for content discovery and summarization.

Brain4Industry is a scientific-industrial consortium dedicated to enhancing the competitiveness of small and medium-sized manufacturing enterprises in the Czech Republic. It achieves this by facilitating the adoption of innovative digital solutions, additive manufacturing systems, and artificial intelligence. The consortium offers a comprehensive suite of services including digitalization and AI consulting, digital twin development, AI data management, and AI production assistance for R&D. Additionally, Brain4Industry provides expertise in AM research and product development, mechanical design, mathematical simulations, VR/AR applications, and prototyping. The platform also offers educational programs, financial consulting, and support for ESG reporting, acting as a one-stop shop for businesses seeking to integrate advanced technologies and improve sustainability.

HurixDigital provides comprehensive digital solutions tailored for the education and publishing sectors, leveraging AI, cloud, and advanced technology. The platform offers services ranging from K-12 course development and higher education solutions to workforce learning and publishing services. Key offerings include AI data services for model training, cloud solutions for infrastructure and security, and bespoke engineering. HurixDigital also specializes in accessibility solutions, ensuring inclusive digital experiences, and provides tools like Dictera for AI-powered course creation. Their services aim to address challenges such as outdated learning content and support gaps in skill growth, helping organizations boost productivity and enhance learning outcomes.

Rivista.AI is a digital hub offering comprehensive news and analysis on Artificial Intelligence, with a particular focus on its implications for foreign policy, economics, and international relations. The platform covers a wide range of topics including AI in defense, industry, ethics, and business, providing articles, podcasts, and white papers. It delves into the transformative force of AI, exploring its influence on global systems and societal structures. Rivista.AI aims to deliver rigorous research and advanced understanding of AI innovations, making complex topics accessible to a broad audience interested in the intersection of technology and global affairs.

Maitimes is an AI-powered educational platform designed to enhance learning and teaching for students, educators, and organizations. It offers a comprehensive suite of tools to automate repetitive tasks and personalize the study experience. Users can generate exams (multiple-choice or development) from their content, create summaries, and automatically generate flashcards for dynamic revision. The platform provides detailed statistics and personalized recommendations to track progress and identify areas for improvement. Additionally, Maitimes supports document uploads, group creation for collaborative study, and AI-powered automatic correction for development exams, making it a versatile solution for modern education.

Nijimap is a digital platform dedicated to helping users discover and navigate events across Malaysia, with a strong emphasis on ACG (Anime, Comics, Games) culture. The platform leverages AI and crowd-sourcing to provide insightful information about various events, including anime conventions, cosplay gatherings, manga events, and gaming conventions. Users can find details for major events like Comic Fiesta, Animangaki, and Nijigen Expo, along with information on schedules, tickets, maps, and vendors. Nijimap aims to be a comprehensive guide for both seasoned attendees and newcomers, offering tips for attending ACG events, information on food options, and details on nearby accommodations.

Guidejar Link is an AI-powered productivity tool designed to streamline the creation and sharing of instructional content. It enables teams to create interactive walkthroughs, step-by-step guides, and product demos for various purposes, including internal wikis, product marketing, lead generation, user onboarding, and sales enablement. Users can record processes using a Chrome extension or desktop app, then customize guides with AI voiceovers, chapters, and conditional branching. The platform also offers features like AI Translate for global audiences, access control, dynamic variables, and analytics. Guidejar allows users to build branded help centers with custom domains and embed guides anywhere on the web, making knowledge accessible and easy to follow for both employees and customers.

VuAgain is a versatile Chrome extension designed to transform your web browsing into a searchable, AI-assisted knowledge base. Powered by OpenAI, it can generate concise summaries and suggest relevant tags for webpages, making it quick and easy to save and organize the content you care about. For users who prefer a simpler approach, VuAgain also functions seamlessly as a basic bookmark tool without requiring AI features. A key differentiator is its commitment to data privacy: VuAgain stores all notes and bookmarks in a private Google Sheet on your own Google Drive, ensuring no external servers or third parties are involved. It also supports collaboration, allowing users to invite others to access curated collections of “Vupoints” for group projects or shared interests. As a new project, VuAgain is continuously improving and welcomes user feedback.

MindTree is a free Chrome extension designed to transform ChatGPT conversations into visual mind maps. This tool helps users visualize their chats as interconnected ideas, significantly aiding comprehension and brainstorming processes. By converting lengthy text into an organized, visual format, MindTree allows users to grasp the big picture of their conversations and avoid getting lost in details. It's particularly useful for understanding complex discussions, connecting various concepts, and retaining information more effectively through visual learning. The extension automatically generates mind maps from ChatGPT interactions, making it a seamless addition to your workflow for enhanced productivity and knowledge management.

Sidekic AI functions as a personal search engine, designed to be your 'second brain on the web.' It allows users to connect to their favorite applications, enabling instant and comprehensive searches across all their knowledge sources simultaneously. The tool features smart bookmarks and a Chrome extension, making it easy to save anything from anywhere on the web and keep it organized. Additionally, Sidekic AI offers AI-powered 'Starter Pacs' for effortlessly sharing and creating smart collections, enhancing collaboration and knowledge dissemination. It aims to provide faster and more accurate answers by centralizing and making your digital information searchable.

Knowtex automates clinical workflows with AI-powered voice technology, significantly reducing documentation time and improving healthcare efficiency. Designed for modern medical professionals, it transforms natural conversations into automated clinical workflows and intelligence, saving clinicians up to 90% of administrative time. Key capabilities include clinical workflow automation, AI oversight and control, and clinical intelligence, replacing fragmented tools with a unified infrastructure. Knowtex supports over 200 specialties, integrates with EHRs and coding systems, and ensures HIPAA compliance with private AI models tailored to each organization. It also automates ICD-10, CPT, and E&M coding, and offers multi-language support.

WebNoteMate is a free Chrome extension designed for efficient web highlighting and note-taking. It allows users to capture insights directly from web pages, organize them into folders, and manage AI prompts for tools like ChatGPT and Gemini. The extension features a smart navigator for quick review of long articles and offers robust export options to PDF, HTML, and Markdown. A key differentiator is its commitment to privacy, storing all highlights and notes locally in the user's browser without requiring an account or collecting personal data. It's a lightweight tool aimed at boosting productivity for students and professionals alike.

Punditas LLC provides an AI-driven platform designed to optimize the adoption and usage of enterprise software. By leveraging its "Product Genome," Punditas decodes and maps Enterprise User Traits to Product Traits, offering personalized knowledge, tips, tricks, and tutorials. The platform helps users resolve issues, learn features, and explore applications by harnessing knowledge from thousands of internal and external repositories. It also offers OEM Analytics for software vendors to gain insights into user pain points and content preferences, and Partner Analytics for solution providers to promote their offerings directly within environments like PTC Creo Parametric.

Ace It is an AI-powered platform designed to revolutionize the way students and educators create study materials. By simply uploading, pasting, or taking a picture of notes, users can instantly convert their content into interactive flashcards, custom quizzes, and concise summaries. The tool aims to make studying faster, easier, and more effective by providing personalized learning experiences tailored to individual styles and paces. Beyond core study tools, Ace It also offers curated YouTube video recommendations related to study topics, enhancing the learning process and improving retention. It's ideal for anyone looking to streamline their study routine and achieve better academic outcomes.

MemFree is a hybrid AI search tool designed to provide accurate answers quickly by combining information from both personal knowledge bases and the internet. It utilizes GPT indexing technology to ensure fast and precise search results. Users can input search queries and MemFree retrieves relevant information from various sources, including bookmarks, notes, and documents. A key differentiator is its ability to be self-hosted for free, allowing users to privately search their personal notes and documents, ensuring data privacy and control. This makes it a versatile solution for individuals and organizations seeking efficient and secure information retrieval.

serious.study is an AI-powered platform designed to transform education through engaging visual learning experiences. It allows users to create stunning AI-powered Mindmaps, Timelines, Flowcharts, Concept Maps, Venn Diagrams, Hierarchy Charts, Comparison Charts, and Cycle & Process Diagrams. This tool is perfect for students and educators preparing for various exams, including UPSC, SSC, GRE, SAT, and Civil Service exams worldwide. It supports studying World History, Geography, Science, and General Knowledge. The platform offers free visual learning tools with an AI diagram generator, making complex topics easier to understand and organize.

book2course is an AI-powered platform designed to convert any PDF book, textbook, or study material into a comprehensive, interactive learning experience. Users can upload PDFs to instantly generate structured courses complete with chapters, bite-sized lessons, learning objectives, and key concepts. The tool integrates AI-powered quizzes with instant feedback, a knowledge map to visualize concept connections, and a spaced repetition flashcard system for long-term retention. Additionally, each lesson includes an AI tutor for personalized explanations and examples. book2course aims to move users beyond passive reading by providing an active learning environment, making it ideal for students and educators looking to optimize their study and teaching methods.

The SPE GCS: Data Science Convention is an annual event organized by the Society of Petroleum Engineers’ Gulf Coast Section. It aims to enhance technical knowledge among members, promote camaraderie and networking within the industry, and educate the community. The convention focuses on mainstreaming AI in the energy sector, making it relevant for Upstream Oil & Gas professionals, academia scholars, and students interested in data science, machine learning, and AI applications. Beyond technical sessions, the organization also provides scholarships to students entering the oil and gas industry, demonstrating a commitment to future talent development.