Research & Education

The FLAX house of AI is an experience center dedicated to educating individuals and groups about artificial intelligence. Through interactive workshops and inspiring keynote speeches, FLAX aims to demystify AI, showcasing its diverse features and forms. Visitors can explore the current and future roles of AI in a hands-on environment. Located in Kortrijk, FLAX offers various programs, including group visits to their House of AI, technical workshops, and keynote presentations. These services are designed to be accessible to a wide audience, from those with little to no prior AI knowledge to teams looking for an engaging teambuilding experience. The center emphasizes an interactive and inspiring approach to learning about AI.

filter-pruning-geometric-median is an open-source implementation of the Filter Pruning via Geometric Median method for accelerating deep convolutional neural networks. Developed in PyTorch, this tool enables researchers and developers to reduce the computational cost and memory footprint of their models without significant loss in accuracy. It supports both network-level and layer-level sparsity configurations, offering flexibility in how pruning is applied. The repository provides detailed usage instructions for integration with PyTorch and NNI, along with scripts for reproducing results on datasets like ImageNet and CIFAR-10, making it a valuable resource for model compression research and application.

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.

pdf-to-podcast is an NVIDIA AI blueprint designed to convert PDF documents into engaging audio content, effectively creating AI-generated podcasts. Built on NVIDIA NIM, this tool offers flexibility and can operate securely within a private network, ensuring data privacy. It supports a target PDF as the primary information source and optionally multiple context PDFs for additional reference. Users can also provide a guide prompt to focus the agent-generated transcript, such as "Focus on the key drivers for NVIDIA’s Q3 earnings report." The blueprint leverages NVIDIA NIM microservices for response generation, Docling for document ingest and extraction, and ElevenLabs for text-to-speech, with Redis for storage. It is highly configurable, allowing users to adapt software components to their specific business needs and infrastructure, including adjusting LLM sizes and GPU usage.

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.

OmniMind's Omnitable transforms basic data tables into powerful AI-powered assistants, automating sales and marketing processes. Users can import data from various sources like Google Sheets, HubSpot, and Apollo, then add AI columns to research, enrich leads, push data to CRMs, generate personalized content, send emails, or analyze patterns. Each AI column acts as a smart agent, allowing teams to scale effortlessly without extra costs. It helps cut down on manual tasks, provides 24/7 support, and streamlines workflows for lead generation, data research, and outreach. Omnitable is designed for simplicity and speed, enabling users to set up instructions in plain text.

Paper2Agent is an innovative multi-agent AI system designed to automatically convert research papers into interactive AI agents. This system requires minimal human input, streamlining the process of transforming complex research into actionable AI tools. It intelligently identifies and executes relevant tutorials directly from a research paper's associated codebase, enabling users to interact with the paper's methodologies and findings in a dynamic way. Paper2Agent supports both basic and advanced usage, allowing for targeted tutorial processing and integration with API keys for authenticated repositories. The system generates a comprehensive project structure including an isolated Python environment, extracted tools, and detailed reports on code coverage and quality, making it a robust solution for researchers and developers.

The Ahrefs Paragraph Generator is a free AI-powered tool designed to streamline the writing process by generating fully coherent and compelling paragraphs. Leveraging a language model trained on extensive text data, it produces human-like text based on user prompts. This tool is ideal for content creation, assisting with blog posts, articles, product descriptions, and social media captions. It also supports academic writing by generating well-structured paragraphs for papers and essays, and aids in personal communication like emails and letters. Users can specify writing tone, format (paragraphs or bullet points), and desired length (concise or detailed) to tailor the output.

QuizFlex AI is a powerful AI-powered quiz generator designed for educators, students, and corporate teams. It allows users to quickly create quizzes from various content sources, including PDFs, YouTube videos, plain text, and even voice notes, supporting 30 languages for global accessibility. Key features include auto-grading, printable worksheets (PDF and Word export), live quiz hosting with real-time analytics, and AI flashcards with spaced repetition. The platform offers multiple question types like MCQ, true/false, fill-in-the-blank, essay, and matching. QuizFlex AI aims to streamline assessment creation and enhance learning outcomes, providing a comprehensive solution for interactive and efficient knowledge testing.

Risely AI is an AI-native operating system designed to deploy specialized digital teams that handle end-to-end campus operations for higher education institutions. It orchestrates AI agents across universities to optimize operations, scale support, and maximize revenue. Risely offers dedicated AI teams for Retention, Enrollment, and Advancement, working 24/7 to drive measurable outcomes. These agents actively monitor students, process applications, and research donors, going beyond just answering questions. The platform integrates with existing systems like SIS, LMS, and CRM, synthesizing data to uncover patterns and empower staff. Implementation is rapid, typically within two weeks, with no migration projects or extensive staff training required. Risely emphasizes enterprise-grade security and compliance, including SOC 2 Type II (in progress), FERPA compliance, and HECVAT assessment.

ASENSEI is a leading software development kit (SDK) that leverages computer vision for movement recognition and AI coaching intelligence. It enables businesses to transform workout videos into personalized experiences, offering guidance, adaptation, and rewards to boost customer acquisition, engagement, and retention in fitness. In healthcare, ASENSEI assists in onboarding patients into virtual physical therapy, providing real-time support, tracking progress, and ensuring adherence. This technology helps improve patient outcomes, reduce care costs, and facilitate scalable, high-quality treatment. ASENSEI.AI simplifies the integration of motion capture, movement recognition, and AI coaching into any hardware or software product, providing the 'brain' for AI coaches with cutting-edge computer vision and specialized large language models.

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.

She Learns AI is a community-driven platform dedicated to empowering women with essential AI skills, bridging the tech gender gap. The platform offers practical assignments and focuses on prompt engineering, providing foundational knowledge and hands-on experience. Users gain access to a global community for inspiration and camaraderie, fostering skill development in AI prompt crafting. It aims to open doors to career growth and new opportunities in tech by equipping participants with confidence and practical AI capabilities. The program is led by Liberty White, an acclaimed AI + Content Strategist, known for empowering women in business and technology.

PhiFlow is an open-source simulation toolkit designed for machine learning and optimization, primarily written in Python. It offers a differentiable PDE solving framework that seamlessly integrates with popular machine learning frameworks such as NumPy, PyTorch, Jax, and TensorFlow. This integration allows users to leverage automatic differentiation for building end-to-end differentiable functions that combine learning models with physics simulations. PhiFlow supports a wide range of applications, particularly in fluid dynamics, with features like built-in PDE operations, a flexible web interface for live visualizations, and object-oriented design for extensibility. It enables reusable simulation code across different backends and dimensionalities, making it a versatile tool for researchers and developers.

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.

iMemo: AI Note & Mindmap Quiz is an Android mobile application designed to revolutionize note-taking and learning through artificial intelligence. It empowers users to capture creative notes, generate concise summaries from their input, and visually organize thoughts into mind maps, all with the help of AI. Beyond basic note-taking, the app offers multi-language translation capabilities, making it a versatile tool for diverse users. Additionally, it features live recording with transcription, ensuring that no important detail is missed during lectures, meetings, or brainstorming sessions. This comprehensive suite of features aims to boost productivity and learning efficiency for students and professionals alike.

PyTorch-StudioGAN is a Pytorch library designed for implementing and researching Generative Adversarial Networks (GANs) for both conditional and unconditional image generation. It serves as a unified playground for machine learning researchers to compare and analyze new GAN ideas, offering implementations of 7 GAN architectures, 9 conditioning methods, 4 adversarial losses, and various regularization and augmentation modules. The library also provides an unprecedented-scale benchmark for generative models, including results from GANs, auto-regressive models, and Diffusion models. It supports multiple acceleration methods like distributed data-parallel training and mixed-precision training, ensuring flexibility and reproducibility in GAN research.

Bagoodex provides an online AI chat experience, functioning as both an AI chatbot and an AI chat generator. Users can leverage the platform to search for information, generate written content, and create images instantly. The tool emphasizes a fast, flexible, and intelligent interaction, aiming to enhance information retrieval and content creation through its AI capabilities. The website indicates a recent update, including a new domain and refreshed features, with a prompt to "Move to Sigma AI," suggesting a rebranding or migration.

CrystalSound is an AI-powered application designed to enhance virtual meetings by providing advanced noise cancellation, seamless screen recording, and data-driven insights. It effectively eliminates background noise from both the user's end and the other participants, suppresses background voices, and prevents echoes, ensuring crystal-clear audio. Beyond noise reduction, CrystalSound records meetings, generates accurate meeting minutes, and provides keywords and insights to improve focus and reduce miscommunication. The tool integrates with various video conferencing apps, centralizing recordings and streamlining workflows. It also offers features like "My Voice Only" to isolate the user's voice and audio file enhancement for improved sound quality.

Comicsmaker is an AI-powered platform designed to simplify the creation of comics, manga, and webtoons for users of all skill levels. It leverages AI to generate artwork based on user input, offering features like AI Inpainting for editing, character consistency across panels, and LoRa training for specialized styles. The platform also includes manga and webtoon layouts and a speech bubble editor, streamlining the process from script to finished page. Comicsmaker aims to replace manual editing with a purpose-built solution, making it ideal for personal projects, professional artists, and commercial ventures, with full commercial rights included in all plans.

SuperQuiz is an AI-powered platform designed for creating and playing custom multiplayer quizzes. Users can generate quizzes instantly by pasting any text, with AI extracting relevant questions that can then be edited. The platform supports real-time multiplayer fun, allowing participants to scan a QR code with their mobile phones to respond to questions without needing to download an app. It's ideal for screen-sharing on virtual meeting platforms like Teams or Zoom, making it a versatile tool for offices, educators, and families. SuperQuiz prioritizes security and privacy, ensuring confidential interactions and data protection.

rag-from-scratch is an open-source project designed to demystify Retrieval-Augmented Generation (RAG) by guiding developers through building it from scratch. It emphasizes local LLMs and avoids black boxes or cloud APIs, fostering a deep understanding of core RAG concepts. The project covers essential components such as embeddings, local vector database construction, retrieval strategies, and context-augmented generation. It offers step-by-step code walkthroughs, explaining every function and concept, making advanced AI approachable. Key learning areas include how embeddings work, building in-memory and LanceDB/Qdrant vector stores, basic and hybrid retrieval, query preprocessing, multi-query retrieval, and query rewriting. The project aims to provide a clear, practical, and comprehensive learning path for developers interested in RAG.

search is an open-source Go library designed for embedded vector search and semantic embeddings, utilizing llama.cpp. It offers an efficient solution for projects requiring semantic power without the complexities of traditional search systems. The library supports GGUF BERT models and provides GPU acceleration for quicker computations. It's particularly well-suited for datasets with fewer than 100,000 entries, offering features like llama.cpp integration without cgo, support for various BERT models in GGUF format, and precompiled binaries with Vulkan GPU support. Users can create and save search indexes from computed embeddings, enabling basic vector-based searches in Go applications.

NIILM University, established in 2011 in Kaithal, Haryana, is a UGC-approved private university that has embraced AI to transform its educational and campus experience. The university offers a wide array of over 60 programs in fields such as Law, Management, Engineering, Pharmaceutical Science, and Agriculture. A key differentiator is its integration of AI companions like Iraaj (humanoid interactive student guide), Aaja (immersive hologram display for learning), Saaha (AI counsellor and resume builder), Anvii (research assistant), Avyuktaa (virtual labs), Baani (AI evaluator), and Padmaa (AI interviewer). The campus also features smart classrooms, libraries, attendance systems, and canteens, all powered by AI to provide personalized learning paths, 24/7 virtual assistance, and streamlined operations. This AI-first approach aims to foster innovation and provide comprehensive support for students from admission to placement.