Research & Education

Awesome-AIGC-Tutorials is an open-source GitHub repository offering a meticulously curated collection of tutorials and resources focused on Large Language Models (LLMs), AI Painting, and other related AIGC (AI-Generated Content) domains. It serves as a comprehensive learning hub for individuals ranging from beginners to advanced AI enthusiasts, providing in-depth insights into various topics. The repository covers prompt engineering, LLMs in practice, the theory behind LLMs, art fundamentals for AI painting, Stable Diffusion principles, AI audio, multimodal AI, deep learning, and AI systems. Recent updates include new courses and seminars from leading universities, ensuring the content remains current with rapid advancements in the field. Contributions are warmly welcomed, fostering a collaborative learning environment.

Linque Industrial Intelligence helps companies modernize their industrial operations by bridging legacy systems with intelligent solutions. The platform integrates Information Technology (IT), Operational Technology (OT), and Artificial Intelligence (AI) to enhance clarity, control, and confidence in industrial processes. Key products include VisionAI for real-time visual inspection and defect detection, AI-Enabled Verification for automated compliance checks, AI-Ops for predictive insights and anomaly detection, and AI-Production for performance visualization and process monitoring. Linque also offers expert guidance in data architecture and consulting services covering strategy, integration, implementation, support, and training, ensuring seamless and sustainable modernization for critical industries.

Let Me Summarize That For You is an AI-powered tool designed to efficiently condense various forms of text. It allows users to quickly grasp the main points of articles, documents, and other textual content without needing to read through lengthy originals. The tool focuses on providing concise summaries, making it ideal for users who need to process information rapidly and extract key insights. Its straightforward functionality aims to simplify information consumption and enhance productivity by delivering essential information in a condensed format.

awesome-generative-information-retrieval is a comprehensive GitHub repository dedicated to the evolving field of generative information retrieval. It compiles a wide array of resources, including blog posts, datasets, tools, evaluation metrics, workshops, tutorials, and academic papers. The repository categorizes content into key areas such as Grounded Answer Generation (including Retrieval Augmented Generation and LLM Memory Manipulation) and Generative Document Retrieval. It also features sections on generative recommendation, summarization, and knowledge graphs, making it a valuable resource for researchers and practitioners exploring how conversational models are transforming information retrieval and competing with traditional search engines.

Premium Research is a company specializing in key areas such as artificial intelligence, including machine learning, computer vision, and digital twins. They also focus on bioinformatics, biostatistics, omics and metabolomics studies, genetics, and nanotechnology. The company develops European and national R&D+i projects funded by public grants, such as Horizon Europe and national PERTE and CDTI programs. Additionally, Premium Research offers services in the production of scientific articles, brochures, and specialized posters. In open innovation, they excel in technology watch, community building, and collaboration networks, with a special focus on innovative startups.

Think Autonomous is an advanced and specialized platform dedicated to teaching autonomous technologies, including self-driving cars, drones, robots, and computer vision systems. The platform offers a variety of cutting-edge courses covering topics like Intermediate Computer Vision, LiDARs, Tracking, Robotics, and Advanced Deep Learning, which includes HydraNets, Neural Optimization, and Transformers. Users can also subscribe to daily emails from Jeremy Cohen, providing actionable tips and insights into the self-driving car engineering field. The platform aims to help engineers move from basic to advanced concepts in autonomous systems, offering relevant content for those passionate about cutting-edge research and industry applications.

TinEye is an advanced image search and recognition company leveraging computer vision and machine learning to provide comprehensive reverse image search capabilities. Users can upload an image to find its origin, track its usage across the web, and identify modified versions. This technology is particularly useful for copyright verification, ensuring proper attribution, and discovering unauthorized use of visual content. TinEye's robust system helps individuals and businesses monitor their intellectual property and conduct thorough image investigations, making it a valuable asset for anyone needing to trace the lineage of an image online.

Safety-Prompts is an open-source GitHub repository offering a comprehensive collection of Chinese safety prompts designed to evaluate and enhance the safety of Large Language Models (LLMs). This resource includes over 100,000 prompts and corresponding ChatGPT responses, covering a wide array of typical safety scenarios such as insult, unfairness, discrimination, crimes, physical harm, mental health, privacy, property, ethics, and morality. Additionally, it features instruction attack scenarios like goal hijacking, prompt leaking, role play instruction, unsafe instruction topics, inquiry with unsafe opinion, and reverse exposure. The dataset is intended for training and fine-tuning safer models, aligning model outputs with human values, and conducting safety assessments. While most responses are safe, the repository notes some limitations, including potential prompt imperfections and occasional unsafe responses from ChatGPT, particularly in goal hijacking scenarios.

Rivi is an AI platform designed for travel enterprises, including OTAs, TMCs, airlines, hotels, and tourism boards. It empowers these organizations to build impactful solutions and thrive in the AI era by automating, personalizing, and solving complex problems with enterprise-grade AI tools. Key offerings include natural-language search, filtering, chat, and voice for travel planning, as well as AI agents that automate internal workflows. Rivi also provides smart recommendation engines for flights, hotels, and activities, and tools for complex travel planning, such as flexible, multi-city, and social-inspired trips. Additionally, it offers custom AI solutions tailored to specific stacks and goals, with integration via SDKs and APIs.

TaarLab, the Human and Robot Interaction Laboratory at the University of Tehran, was established in 2012 by Dr. Mehdi Tale Masouleh and Dr. Ahmad Kalhor. The lab aims to converge robotics and artificial intelligence with industrial applications, initially focusing on research projects and now primarily on industrial and commercial applications. Key research areas include the development of AI, deep learning, and reinforcement learning algorithms, control and identification of industrial robots using AI methods, and the design and construction of serial and parallel robots (Delta) and cable robots. The lab has produced numerous graduates and publications, contributing to advancements in robotic rehabilitation arms, smart shoes, and hand washing devices.

awesome-dl4nlp is a comprehensive, curated list of resources for Deep Learning (DL) in Natural Language Processing (NLP). It offers a wide array of materials including courses from institutions like Stanford and Carnegie Mellon, various books on DL with text and NLP, and practical tutorials for frameworks like PyTorch. The resource also compiles talks and lectures from leading experts, lists popular DL frameworks such as TensorFlow, PyTorch, and SpaCy, and highlights significant papers and blog posts in the field. Additionally, it provides access to diverse datasets for NLP tasks and information on word embeddings. This makes it an invaluable hub for anyone looking to explore or deepen their understanding of DL for NLP.

awesome-gpt-security is a comprehensive, curated list of security tools, experimental cases, and other interesting resources related to Large Language Models (LLMs) and GPT. This GitHub repository serves as a valuable resource for security professionals, researchers, and developers interested in the intersection of AI and cybersecurity. It categorizes tools and cases across various domains, including integrated security solutions, reconnaissance, offensive security, vulnerability detection, prevention, social engineering, reverse engineering, investigation, and bug fixing. The list also features experimental cases, academic papers, blogs, and fun projects, providing a broad overview of current advancements and applications in GPT security.

TextQL is an AI-powered data analytics platform that deploys enterprise-scale Data Analyst Agents to manage and analyze messy data workloads. It enables users to ask business questions in plain English, eliminating the need for SQL, and receive instant, actionable insights. The platform integrates with existing data warehouses and SaaS tools, allowing for quick setup and analysis without data migration. Key features include AI agents for data analysis, instant answers via Slack, a unified ontology for consistent data definitions, automated analysis playbooks, and live, auto-updating dashboards. TextQL offers flexible deployment options, including public cloud, VPC, or on-premises, ensuring compliance and data control.

Awesome-Graph-LLM is an Open Source repository dedicated to curating research papers and resources at the intersection of Graph-Related Large Language Models (LLMs). It aims to bridge the gap between the remarkable progress of LLMs in natural language processing and the prevalence of graph structures in real-world applications. The collection covers various aspects including datasets, benchmarks, surveys, prompting techniques, general graph models, large multimodal models, and diverse applications such as basic graph reasoning, node classification, knowledge graphs, and graph retrieval augmented generation (GraphRAG). This resource is invaluable for researchers and developers looking to explore or contribute to this rapidly evolving field.

HyperDoc is an AI-powered tool designed to assist sales teams in preparing for pitches by transforming sales documents into easily digestible flashcards. This functionality aims to improve sales presentations through quick learning and efficient document summarization. While the specific features and pricing details are not available from the provided website content, the core utility revolves around leveraging AI to streamline the process of understanding and retaining information from sales materials, ultimately enhancing a sales representative's readiness and performance during client interactions.

BrightOwl is a software platform leveraging generative AI to deliver personalized learning experiences. Developed by People and Planet Ventures, it focuses on improving key themes like Education, Healthcare, Clean energy, Agriculture, and the safe adoption of AI. The platform aims to create digital products and services through investments, advisory, and its own suite of products. BrightOwl's core mission is to adapt to individual student needs, thereby revolutionizing education by fostering a more tailored and effective learning environment. While specific features are not detailed, its focus on personalized learning suggests capabilities for adaptive content delivery, progress tracking, and customized educational pathways.

Solace is an AI-driven platform designed to transform how users interact with documents. It offers powerful features such as summarizing key points from PDFs and other documents, generating mind maps for visual learning, and providing contextual answers to questions based on the document content. This platform aims to enhance learning and understanding by making document interaction seamless and efficient. Solace is particularly beneficial for students, teachers, and professionals engaged in studies, preparation, or higher education, offering tools to streamline reading and comprehension.

One Fourth Labs is a technology startup founded by IIT Madras faculty members, Mitesh Khapra and Pratyush Kumar, and incubated at the IIT Madras Research Park. The company focuses on education and research in Artificial Intelligence, specifically Deep Learning, with a mission to make India ready for the AI age. They offer affordable, hands-on online courses through their PadhAI program, covering Data Science, Machine Learning, and Deep Learning. Additionally, One Fourth Labs provides AI strategy consulting for businesses to help them integrate AI, and they are founding contributors to the AI4Bharat community, fostering open-source AI solutions for India's socio-economic challenges.

Verge Genomics has pioneered an advanced all-in-human AI-powered drug discovery platform, focusing on developing new drugs for major medical challenges. The platform leverages human genomics, machine learning, biological engineering, and translational medicine to decipher disease biology. Instead of relying on animal or cell models, Verge Genomics utilizes one of the world's largest proprietary multi-omics databases derived directly from human tissue. This approach allows them to map complex disease causes and develop proprietary drug candidates. Their first drug, VRG50635, for amyotrophic lateral sclerosis (ALS), moved from research to clinic in just four years, demonstrating the platform's efficiency. They are also working on treatments for Parkinson's Disease and Frontotemporal Dementia.

Getsolved.ai offers an all-in-one AI workspace designed to enhance content quality and streamline academic and professional tasks. Users can leverage tools for improving text flow and clarity, checking originality with a plagiarism checker, and verifying facts. The platform also includes an AI Chat for instant answers and research, capable of interacting with PDFs, DOCs, TXTs, and websites, backed by real-time data. Getsolved aims to boost productivity for writers, students, and professionals by providing features like grammar checking, paraphrasing, summarizing, and citation generation. It offers a limited free trial with full access available through a paid subscription.

Ask AI Questions Online is a free AI-powered question and answer tool designed to provide accurate and instant answers on any topic. It functions like a free AI search engine, using natural language processing to understand queries and deliver precise insights in seconds. The tool supports multiple languages, including English, Spanish, German, and Polish, allowing for natural interaction. It emphasizes user privacy with total data protection, ensuring conversations remain private and are not saved. No sign-ups or accounts are required, making it accessible for quick, clear results on any device, including phones and tablets.

BookTuning is an innovative AI-powered platform designed to enhance the reading experience by creating personalized music playlists for any book. Users can search for a book by title, author, or genre, and the AI generates a soundtrack matched to the book's mood, genre, and atmosphere. The tool offers customization options for playlist mood, music genre, time period, length, instrumental balance, intensity, focus level, and reading environment. Once generated, playlists are saved directly to Spotify, allowing readers to immerse themselves in their books with a perfectly curated musical accompaniment. BookTuning aims to provide a unique and engaging way to connect with stories, offering both enhanced focus and emotional connection through music.

Duration is an AI-powered platform designed to transform any content into personalized, interactive learning experiences. It acts as a free AI tutor, enabling users to create custom lessons, track their progress, and learn at their own pace. The platform utilizes AI agents to generate structured learning plans tailored to individual goals, experience, and knowledge, adapting continuously. Users can learn through various formats including videos, podcasts, articles, and then reinforce their understanding with interactive exercises and quizzes. Duration focuses on understanding rather than just content consumption, monitoring progress against learning objectives to ensure effective learning.

Mila AI is a Montreal-based artificial intelligence research institute dedicated to advancing machine learning through scientific excellence and innovation. It brings together over 1,400 researchers and professors from Université de Montréal, McGill University, Polytechnique Montréal, HEC Montréal, and other universities. Mila focuses on strategic priorities such as AI and Health, Responsible AI, Environment and Energy, AI4Science, Language and Image, and Robotics. The institute offers various programs including research supervision, internships, postdoctoral fellowships, and continuing education courses like "AI Advantage: Productivity in Public Service." Mila also engages in applied projects, AI governance, and industry partnerships, fostering a vibrant AI ecosystem.