Research & Education

PromeAI is an all-in-one AI image toolset designed to empower users to become powerful image artists. It provides a comprehensive suite of AI tools for both image generation and editing, significantly enhancing workflow efficiency. Key features include Sketch Rendering, AI Image Generator, Erase & Replace, Outpainting, Photo to Sketch, and AI Background Generator. The platform also offers specialized tools for various industries like architectural design, interior design, product development, and game design. Users can train consistency models with just a single image to generate AI images with cohesive styles. PromeAI is crafted for user-friendliness, allowing both beginners and experts to quickly edit images and generate stunning visuals from text descriptions.

piCake is an AI learning platform designed to empower institutions in developing a future-ready workforce. It offers adaptive, intelligence-driven learning experiences tailored to individual needs. The platform seamlessly integrates AI personalization, real-time analytics, and outcome-focused learning journeys to enhance employability and research output. By leveraging artificial intelligence, piCake aims to optimize learning paths, provide insightful performance data, and ensure that educational programs are aligned with industry demands, ultimately fostering a skilled and adaptable workforce.

SENSAI Solution is an AI-powered online learning platform designed to empower organizations to thrive in complexity by mastering decision-making. It utilizes AI assistants and expert collaborative tools to improve decision-making skills in complex contexts. The platform addresses challenges like managing complexity, uncertainty, and capturing valuable experiential knowledge from experts. SENSAI integrates "reference panels" of experts to formalize and transfer tacit knowledge, allowing learners to compare their reasoning with multiple experts. It prepares users for ambiguity by exposing them to variability and the absence of single correct answers, fostering critical thinking. The solution offers automated feedback, ensuring scalability, reduced development cycles, and continuous learning improvement. While originating in healthcare, its concordance approach is applicable to leadership, strategic planning, ethical judgment, and compliance.

LaVIT and Video-LaVIT are multi-modal large language models designed to empower LLMs with the ability to understand and generate visual content. This project introduces a unified framework for both visual understanding and generation through a proposed pre-training strategy. The core design involves a visual tokenizer that translates non-linguistic visual content (images, videos) into discrete tokens readable by LLMs, and a detokenizer to recover continuous visual signals from generated tokens. After pre-training, LaVIT and Video-LaVIT can read image and video content, generate captions, answer questions, and perform text-to-image, text-to-video, and image-to-video generation, including generation via multi-modal prompts.

localGPT is a private, on-premise Document Intelligence platform designed for secure and confidential interaction with your files. It enables users to ask questions, summarize, and uncover insights from documents using state-of-the-art AI, all while keeping data entirely on your local machine. Beyond traditional RAG, localGPT features a hybrid search engine combining semantic similarity, keyword matching, and Late Chunking for precise long-context retrieval. A smart router automatically selects between RAG and direct LLM answering, complemented by contextual enrichment and sentence-level Context Pruning. The modular, pure-Python architecture with minimal dependencies makes it easy to deploy and maintain, supporting various open-source models via Ollama and diverse embeddings.

Machine-Learning-Projects is an open-source GitHub repository featuring 26 end-to-end machine learning projects designed to help users understand and master various ML concepts. The projects span diverse domains such as healthcare AI, real-time computer vision, natural language processing (NLP) chatbots, time series forecasting, and classical machine learning. Each project applies theoretical knowledge to practical scenarios, with several fully deployed as web and GUI applications. The repository emphasizes hands-on learning, demonstrating proficiency in machine learning techniques and tools through structured, reusable codebases. It's an excellent resource for students and developers looking to build their ML portfolio or gain practical experience.

The llm-engineer-toolkit is an open-source repository offering a meticulously curated list of over 120 Large Language Model (LLM) libraries, organized by category. This toolkit is designed to assist AI engineers and developers in efficiently discovering relevant libraries for various LLM-related tasks, including training, application development, RAG, inference, serving, data extraction, data generation, agents, evaluation, monitoring, and prompt management. It acts as a central hub for exploring tools for fine-tuning LLMs, building LLM applications, implementing Retrieval-Augmented Generation (RAG) systems, and managing LLM operations. The repository also includes related resources like LLM interview questions, prompt engineering techniques, and survey papers, making it a valuable resource for staying updated in the rapidly evolving Generative AI landscape.

LLM-Reading-List is a curated collection of academic papers primarily focused on Large Language Model (LLM) inference and model compression. This GitHub repository serves as a valuable resource for researchers and academics looking to stay updated on the latest advancements in these specialized areas of LLM development. The list is meticulously organized into categories such as Transformer Architectures, Foundation Models, Position Encoding, KV Cache, Activation, Pruning, Quantization, Normalization, Sparsity and rank compression, Fine-tuning, Sampling, Scaling, Mixture of Experts, and Watermarking. Each section provides direct links to key papers, making it an efficient way to explore foundational and cutting-edge research without extensive searching. It is particularly useful for those delving into the technical aspects of optimizing LLMs for performance and efficiency.

Anara is an AI-powered workspace designed for scientists, students, and research teams to streamline academic workflows. It enables users to search for academic papers, extract key passages, and organize their research efficiently. The tool facilitates writing with automatic citations, ensuring academic rigor by linking every insight to original sources for easy verification. Anara helps eliminate hallucinations by limiting AI responses to uploaded files and automatically finds relevant citations based on user writing. It can understand and process various file types, including dense textbooks, clinical studies, and technical research papers, providing concise, scholarly answers to questions. Additionally, Anara can generate flashcards and multiple-choice questions from uploaded materials, and allows users to build a single, searchable library for all projects, supporting both solo and collaborative work.

Skriptr is an AI-powered platform designed to enhance the research and writing process for academics and students. It leverages AI agents that collaborate with users, helping to build on insights and streamline the entire workflow from initial research to final document creation. The platform aims to improve writing quality and efficiency by providing tools that assist with various stages of academic and research writing. Skriptr focuses on making the research and writing journey more collaborative and insightful, ensuring users can produce high-quality work with greater ease.

Childbook is an AI-powered platform designed to create personalized children's books. Users can generate stories with unique characters and illustrations by providing a short description or using ready-made templates. A key differentiator is the ability to maintain consistent character appearances across multiple illustrations within a book. The platform supports multilingual story creation and offers text-to-speech functionality for an immersive reading experience. Beyond digital formats, Childbook provides options to order printed copies and integrates with Canva and Adobe Express for advanced customization of generated content. It caters to parents, teachers, and storytellers looking to bring imaginative stories to life.

Innovit Technologies specializes in Artificial Intelligence and Machine Learning education, offering comprehensive online courses designed to help individuals master these fields. The platform aims to equip learners with practical skills and knowledge, facilitating career transitions and job placements. Innovit Technologies emphasizes a Progressive-Aggressive Learning Model, providing hands-on experience, mentorship, and project-based learning to solve real-world problems. This approach ensures students gain relevant expertise and are well-prepared for roles in AI and ML, making it a one-stop shop for AI and ML education in India.

Finetuned Diffusion is an AI image generation tool available on Hugging Face Spaces, utilizing fine-tuned diffusion models to create images. The tool is developed by SUPERSHANKY and uses Gradio for its interface, making it accessible for users to experiment with AI-powered image creation. It operates under an MIT license, indicating its open-source nature and potential for community contributions. However, the current status shows a build error, suggesting it may not be fully functional at this time.

Morphik offers AI workers designed to automate back-office functions like accounts payable, payroll, and billing for multi-site healthcare operators. The platform learns existing workflows, GL codes, and approval chains to deploy custom AI workers trained on specific operational data. These AI workers handle tasks such as reading invoices, GL coding, routing approvals, and processing payments, allowing teams to focus on vendor management and cost reduction. Morphik aims to provide complete visibility and queryability of all documents and transactions across an entire operation, leading to significant annual savings and efficient deployment within weeks. It supports multi-site skilled nursing, senior living, and general healthcare facilities.

The UNSW AI Institute is the leading research institute at UNSW Sydney dedicated to artificial intelligence, data science, and machine learning. It brings together over 300 academics and more than 50 research groups, labs, and centers from various faculties including Engineering, Science, Business, Law, Medicine, and Arts, Design & Architecture. The institute focuses on advancing AI development, application, and translation, with objectives such as facilitating interdisciplinary collaborations in teaching and research, engaging in public dialogue on AI, and promoting research commercialization. Its vision is for UNSW to be recognized as a world leader in developing AI as a safe, reliable, and ubiquitous technology for global benefit.

ml_privacy_meter is an open-source Python library designed to audit data privacy in a wide range of statistical and machine learning algorithms, including classification, regression, computer vision, and natural language processing. It helps researchers and practitioners assess the privacy risks associated with their models by enabling data protection impact assessment based on state-of-the-art membership inference attacks. The tool supports various auditing methodologies, such as membership inference, range membership inference, and dataset usage cardinality inference, and can also audit differential privacy lower bounds. It is compatible with diverse datasets like CIFAR10, Purchase, and AG News, and models such as CNN, AlexNet, and GPT-2. Users can extend its functionality to other HuggingFace datasets and transformers, or integrate custom training scripts.

HeyScience was an AI-powered personal assistant designed to support academic pursuits, primarily focusing on research. The platform has since transitioned its services and technology to Thesify.ai. Thesify.ai is positioned as a powerful AI-driven study assistant that helps users research and write essays and assignments. Existing HeyScience users are offered 10 free credits for Thesify.ai with a special promo code, encouraging a smooth transition to the new platform. This evolution indicates a shift towards broader academic writing support beyond just scientific research.

Gist AI is a free Chrome extension designed to summarize various content types, including websites, YouTube videos, and PDFs. Powered by ChatGPT, it efficiently extracts key points from long articles, videos, or documents in a single click. A standout feature is its "Read More" option, which allows users to deep-dive into the source material for specific summary points, enhancing clarity and understanding. For YouTube videos, Gist AI enables users to quickly skim summaries and jump directly to relevant segments. It supports both online and local PDF summarization and is built on a research-backed technique to improve comprehension by breaking down lengthy content into smaller, digestible parts. The tool prioritizes user privacy, collecting no data and only processing content for summarization without storage.

AI for Education is dedicated to fostering AI literacy among educators and students, providing comprehensive services to academic institutions worldwide. Their offerings include AI Literacy Training, AI Policy Development, and AI Adoption Strategy, designed to enhance learning, boost productivity, and empower students through responsible Generative AI integration. They also provide keynote presentations, custom AI events, and a robust free resource center featuring a prompt library, free courses, webinars, and downloadable materials. The platform supports educators in adapting instruction and assessment, leading AI adoption, and building AI literacy across schools, districts, and institutions, with specialized courses for both educators and students.

Welcome.AI serves as a definitive source for AI intelligence, research, and solutions, offering a comprehensive directory for users to explore the rapidly evolving AI landscape. The platform allows discovery of over 1000 AI companies and 793 AI solutions, alongside the latest AI research. It aims to be a go-to guide for artificial intelligence tools, news, and innovation, providing resources for understanding and adopting AI technologies. The site features content such as latest news, research, case studies, and use cases, catering to individuals and companies looking to stay informed and find relevant AI solutions.

obsidian-agent-client is an Obsidian plugin designed to bring AI agents directly into your Obsidian vault. Leveraging the Agent Client Protocol (ACP), it supports popular AI models such as Claude Code, Codex, and Gemini CLI, enabling users to interact with these agents within their notes. Key features include note mentions using `@notename` syntax, image attachments, and slash commands for agent interaction. The plugin offers multi-agent support, multi-session capabilities, and a floating chat window for quick access. Users can switch between AI models and agent modes, access session history, and export conversations as Markdown notes. It also provides terminal integration, allowing agents to execute commands and return results, and supports MCP servers without additional setup.

UnaPod is an AI-powered platform designed to convert news articles into personalized audio podcasts. Users simply select their interests, and the AI curates the most relevant news content. This allows for convenient consumption of information, whether commuting, exercising, or relaxing, by transforming long reads into bite-sized audio formats. UnaPod provides both summarized text for reading and audio podcasts for listening, catering to individual preferences and making news consumption more flexible and accessible. The tool aims to streamline the process of staying informed by delivering tailored content in an easy-to-digest format.

GradeLab is a comprehensive AI-powered platform designed to automate and streamline the assessment process for educators. It offers advanced AI grading capabilities for various assessment types, including handwritten essays, multiple-choice questions, mathematical problems, and diagrams. The platform aims to significantly reduce grading time by 80-90%, allowing teachers to focus more on teaching and student interaction. GradeLab ensures consistent and accurate evaluations by applying rubrics without human bias or fatigue, while also generating detailed feedback for students to understand their mistakes and improve. It supports digital grading, question generation, exam proctoring, and provides detailed analytics, with seamless integration into Learning Management Systems (LMS). GradeLab also offers secure data handling and on-premise deployment options for institutions requiring data sovereignty.

VirtualSpeech offers AI-powered soft skills training in virtual reality (VR), mixed reality (MR), and online formats. The platform provides immersive training for crucial workplace communication skills such as public speaking, difficult conversations, interviews, negotiations, and sales. Users can practice scenarios, receive instant AI-powered feedback on their performance, and reflect with an AI coach to identify areas for improvement. With over 55 hands-on practice exercises, VirtualSpeech aims to accelerate skill development. It caters to both individuals seeking career advancement and businesses/educational institutions looking to enhance employee or student communication abilities through interactive exercises, skill assessment, and advanced analytics.