💡 NVIDIA/cosmos just hit the trending charts — here's why it matters.

🔗 https://github.com/NVIDIA/cosmos
📝 NVIDIA Cosmos is an open platform of world models, datasets, and tools that enables developers to build Physical AI for robots, autonomous vehicles, smart infrastructure, and more.
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NVIDIA Cosmos is an open platform for building Physical AI, providing a suite of omnimodal world models, datasets, and tools. The Cosmos 3 model family is designed to jointly process and generate language, images, video, audio, and action sequences within a unified Mixture-of-Transformers architecture.

Key features include world understanding, world generation, and action modeling. The platform supports various input and output formats, such as text, images, videos, and JSON action arrays.

To get started, users can create a Hugging Face access token, authenticate locally, and set up a virtual environment using uvx and hf commands. The platform provides examples for both Generator and Reasoner modes, including text-to-image, text-to-video, and video-to-video generation, as well as captioning, temporal localization, and embodied reasoning.

The takeaway: NVIDIA Cosmos is a powerful tool for building Physical AI applications, offering a flexible and scalable platform for researchers and developers to create innovative solutions.

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🧠 Channel: https://t.me/GithubRe

🌟 666ghj/MiroFish caught my eye on GitHub Trending today.

🔗 https://github.com/666ghj/MiroFish
📝 A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
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MiroFish is a next-generation AI prediction engine that utilizes multi-agent technology to create a high-fidelity parallel digital world. This world is constructed by extracting seed information from the real world, such as news or financial signals, and then thousands of intelligent agents interact and evolve within it. The engine allows users to inject variables and deduce future trajectories through countless simulations.

Key features include a simple and universal swarm intelligence engine, the ability to predict anything, and a creative sandbox for users. The engine is powered by OASIS (Open Agent Social Interaction Simulations) and has received strategic support from Shanda Group.

To get started, users can deploy the engine via source code or Docker, with options for frontend and backend installation. The engine can be used for various applications, including financial prediction, political news prediction, and more.

The target audience for MiroFish includes decision-makers, individual users, and anyone interested in multi-agent simulation and LLM applications.

With MiroFish, you can rehearse the future in a digital sandbox and make informed decisions after simulating countless scenarios - making it possible to predict anything, one simulation at a time.

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🧠 Channel: https://t.me/GithubRe

💡 mvanhorn/last30days-skill just hit the trending charts — here's why it matters.

🔗 https://github.com/mvanhorn/last30days-skill
📝 AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
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Discover the power of /last30days, an AI agent-led search engine that scores results based on upvotes, likes, and real money, not editors. This innovative tool allows you to search across various platforms, including Reddit, X, YouTube, TikTok, and more, all in parallel. With its zero-config setup, you can unlock a world of information, from what people are actually doing this month to the latest news and trends.

Key features include:

* /last30days command to search for any topic
* Support for multiple platforms, including Reddit, X, YouTube, TikTok, and more
* Scoring based on upvotes, likes, and real money
* --emit=html option to generate shareable HTML briefs

Technical highlights include:

* Python pre-research brain to resolve topics and search the right people and communities
* Entity-based overlap detection to merge similar stories from different platforms
* Single-pass comparisons for faster and more efficient searches

Audience: Anyone looking to stay up-to-date on the latest news and trends, from business professionals to individuals interested in technology and innovation.

In short, /last30days is a game-changer for searching and discovering new information - it's like having a superpower in your pocket!

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🧠 Channel: https://t.me/GithubRe

🚀 Meet PaddlePaddle/PaddleOCR: a gem from today's GitHub trending list.

🔗 https://github.com/PaddlePaddle/PaddleOCR
📝 Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
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PaddleOCR is a leading OCR toolkit and document AI engine that converts PDF documents and images into structured data with high accuracy. Its key features include intelligent document parsing, universal text recognition, and a developer-centric ecosystem. The PaddleOCR-VL-1.6 model achieves 96.3% accuracy on OmniDocBench v1.6 and supports 100+ languages. The toolkit is designed for production-ready efficiency and is trusted by top-tier projects. With 70k+ Stars and a strong community, PaddleOCR is the go-to choice for building intelligent applications. Get started with PaddleOCR today and unlock the power of document AI.

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🧠 Channel: https://t.me/GithubRe

🚀 Meet openai/plugins: a gem from today's GitHub trending list.

🔗 https://github.com/openai/plugins
📝 OpenAI Plugins
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The openai/plugins repository is a treasure trove of Codex plugin examples, each with its own unique features and use cases. At its core, the repository contains a collection of plugins, each living in its own directory with a plugin.json manifest file. You'll find a range of plugins, from figma and notion to build-ios-apps and build-web-apps, each with its own set of capabilities and companion files. Whether you're looking to automate tasks, streamline workflows, or just explore the possibilities of Codex, this repository has something for you. With its diverse range of plugins and examples, it's perfect for developers, power users, and anyone looking to get the most out of Codex. Dive in and discover the power of plugins - your automation possibilities just got a whole lot bigger!

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🧠 Channel: https://t.me/GithubRe