DeepCoder-14B-Preview is a large language model for code reasoning based on reinforcement learning. It can handle long contexts, boasts a 60.6% pass rate, and is suitable for programming tasks and automated code generation. The model's advantage lies in its innovative training method, providing superior performance compared to other models, and being completely open-source, supporting a wide range of community applications and research.

ExplainGitHub is a tool designed for developers, aiming to provide a modern GitHub repository browsing experience. Through intelligent code navigation and optimized performance, it helps users more efficiently understand and explore projects on GitHub. The tool supports multiple programming languages and provides an intuitive interface and powerful search functionality, making code exploration easy and enjoyable. It primarily targets developers and the open-source community, helping them quickly find interesting projects and technologies.

llm-commit is a plugin designed for LLM (Large Language Model) to generate Git commit messages. This plugin analyzes the differences in the Git staging area and utilizes the language generation capabilities of the LLM to automatically generate concise and meaningful commit messages. It not only improves developers' commit efficiency but also ensures the quality and consistency of commit messages. This plugin is suitable for any development environment using Git and LLM, is free and open-source, and is easy to install and use.

TheoremExplainAgent is an AI-powered model focused on generating detailed multimodal explanatory videos for mathematical and scientific theorems. It helps users gain a deeper understanding of complex concepts by combining text and visual animations. This product uses Manim animation technology to generate long videos exceeding 5 minutes, addressing the shortcomings of traditional text explanations, particularly excelling in revealing reasoning errors. Primarily aimed at the education sector to enhance learners' understanding of STEM theorems, its pricing and commercialization strategy are not yet clearly defined.

SWE-RL is a reinforcement learning-based large language model reasoning technique proposed by Facebook Research, aiming to leverage open-source software evolution data to improve model performance in software engineering tasks. This technology optimizes the model's reasoning capabilities through a rule-driven reward mechanism, enabling it to better understand and generate high-quality code. The main advantages of SWE-RL lie in its innovative reinforcement learning approach and effective utilization of open-source data, opening up new possibilities in the field of software engineering. The technology is currently in the research phase and does not yet have a defined commercial pricing, but it shows significant potential in improving development efficiency and code quality.

Coding-Tutor is a programming tutoring tool based on a large language model (LLM), designed to help learners improve their programming skills through conversational interaction. It addresses key challenges in programming tutoring through a Trace-and-Verify (Traver) workflow that combines knowledge tracing and round-by-round verification. This tool is not only suitable for programming education but also extensible to other task tutoring scenarios, helping to adjust teaching content according to the learner's knowledge level. The project is open source and supports community contributions.

VisionAgent is a powerful tool that utilizes artificial intelligence and large language models (LLMs) to generate code, helping users quickly solve vision tasks. Its primary advantage lies in its ability to automatically translate complex visual tasks into executable code, significantly improving development efficiency. VisionAgent supports various LLM providers, allowing users to choose models based on their specific needs. It is well-suited for developers and businesses requiring rapid development of visual applications, enabling them to implement robust visual solutions in a short timeframe. VisionAgent is currently free, aiming to provide users with efficient and convenient visual task processing capabilities.

FastApply-7B-v1.0 is a large language model specifically designed for code editing tasks. Built on the Qwen2.5 Coder architecture, it's fine-tuned for fast and accurate code modifications. This model rapidly generates complete file edits, supporting immediate code application tasks, making it ideal for integration into AI-powered code editors. It demonstrates high throughput and high editing accuracy in deployment, achieving speeds of approximately 150 tokens/second. Developed by Kortix and licensed under Apache-2.0, it aims to support data generation and model fine-tuning through a fast application process.

DeepScaleR-1.5B-Preview is a large language model optimized by reinforcement learning, dedicated to enhancing the capabilities of solving mathematical problems. It achieves significant improvements in accuracy within long-text inference scenarios, driven by distributed reinforcement learning algorithms. Key advantages include efficient training strategies, notable performance gains, and the flexibility of open-source availability. Developed by the Sky Computing Lab and Berkeley AI Research team at the University of California, Berkeley, this model aims to advance the application of artificial intelligence in education, especially in mathematics education and competitive mathematics. Available under the MIT open-source license, it is completely free for researchers and developers to use.

PAI is an AI-assisted homework application that allows users to capture questions by taking pictures and get instant answers, as well as receive personalized learning assistance. The app offers real-time answers, personalized practice, 24/7 support, and more to help users improve their learning efficiency.

DeepCoder-14B-Preview is a large language model for code reasoning based on reinforcement learning. It can handle long contexts, boasts a 60.6% pass rate, and is suitable for programming tasks and automated code generation. The model's advantage lies in its innovative training method, providing superior performance compared to other models, and being completely open-source, supporting a wide range of community applications and research.

Exponent is a collaborative AI programming agent designed to enhance the efficiency and experience of software development. It can work in multiple environments, from code exploration to deployment, helping developers automate complex programming tasks, significantly reducing repetitive work, and improving team productivity. Exponent's advantages include cross-platform operation, a user-friendly interface, and a powerful feature set, making it suitable for development teams of all sizes.

OpenAI Academy is dedicated to providing educators with the knowledge and skills in artificial intelligence to help them effectively integrate AI technology into their teaching. Through workshops targeted at K-12 educators, OpenAI Academy highlights the generative AI models (such as ChatGPT) construction and transformative potential, and their practical applications in the classroom. This platform aims to help educators navigate the opportunities and challenges presented by AI, empowering them to equip students with the necessary safety, skills, and autonomy in an ever-evolving digital environment. This project is free and aims to create a brighter future for educators and students.

Dart Zhiwei AI Academy is dedicated to providing high-quality training for career transitions in the AI field. The course content covers AI fundamentals to product implementation, employing an experienced team of instructors to help students build a comprehensive knowledge system. After completing the course, students will be able to find their ideal jobs in the AI industry and enhance their employment competitiveness. Our student employment rate is as high as 85%, and we cooperate with many well-known companies to provide high-paying positions.

SpeakGuru is an AI-powered education app that focuses on improving users' spoken English skills. It uses AI technology to simulate real conversation scenarios, providing users with a one-on-one spoken English practice environment. Its importance lies in breaking the constraints of traditional spoken English learning in terms of time, location, and teacher resources, allowing users to practice spoken English anytime, anywhere. Its main advantage is its "warmth," interacting and communicating with users like a real tutor, understanding user intentions and providing targeted feedback. The product is positioned to provide global users with a convenient and efficient spoken English learning tool; pricing information is not yet available.

NotesAI is an AI-powered learning tool that converts YouTube video lectures and PDF documents into structured learning notes, helping students learn more efficiently. The platform enhances learning convenience and effectiveness through features such as smart note generation, course management, and an AI chat assistant. It's suitable for students and educators who want to optimize their learning methods, offering flexible learning material processing and in-depth concept explanations. A free trial is currently available.

LearnGerman.ai is an online education platform focused on German language learning, providing a personalized learning experience through AI technology. Utilizing advanced natural language processing, it offers customized course content and real-time feedback for learners of all levels, helping users progress from beginner to fluency. The platform's key advantages are its high flexibility—users can learn according to their progress and schedule—and its free courses, which lower the barrier to entry and make it suitable for a wide range of learners.

Same is a powerful online tool that allows users to generate corresponding code suggestions by inputting a webpage link, helping developers quickly reproduce the target website's UI interface. Based on advanced web parsing technology, it can accurately extract page elements and generate reusable code snippets. This tool is an efficient assistant for front-end developers, saving significant time and effort, especially when quickly building prototypes or cloning interfaces. Currently, Same provides services for free, mainly targeting developers and designers.