🔍 Deep-diving into opendatalab/MinerU — fresh off the trending list.
🔗 https://github.com/opendatalab/MinerU
📝 Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
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MinerU is a high-accuracy document parsing engine designed for LLM, RAG, and Agent workflows. It converts various file formats, including PDF, DOCX, PPTX, XLSX, images, and web pages, into structured Markdown or JSON. Key features include a VLM+OCR dual engine, support for 109 languages, and native integration with popular frameworks like LangChain and Dify.
The engine offers
Developers can utilize MinerU through Python, Go, or TypeScript SDKs, as well as a REST API and Docker support. The engine is compatible with multiple AI coding tools and RAG frameworks, making it a versatile solution for document parsing needs.
MinerU is perfect for developers, researchers, and businesses seeking a reliable and accurate document parsing engine. With its high-performance capabilities and flexible deployment options, MinerU is an ideal choice for a wide range of applications.
One-liner takeaway: MinerU is a powerful, high-accuracy document parsing engine that simplifies the process of converting unstructured data into actionable insights, making it an essential tool for anyone working with documents and LLMs.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/opendatalab/MinerU
📝 Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
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MinerU is a high-accuracy document parsing engine designed for LLM, RAG, and Agent workflows. It converts various file formats, including PDF, DOCX, PPTX, XLSX, images, and web pages, into structured Markdown or JSON. Key features include a VLM+OCR dual engine, support for 109 languages, and native integration with popular frameworks like LangChain and Dify.
The engine offers
pipeline, vlm-engine, and hybrid-engine backends for inference, supporting domestic AI chips such as Ascend and Cambricon. MinerU provides various deployment options, including a no-code web version, Gradio WebUI, and a fully offline desktop client.Developers can utilize MinerU through Python, Go, or TypeScript SDKs, as well as a REST API and Docker support. The engine is compatible with multiple AI coding tools and RAG frameworks, making it a versatile solution for document parsing needs.
MinerU is perfect for developers, researchers, and businesses seeking a reliable and accurate document parsing engine. With its high-performance capabilities and flexible deployment options, MinerU is an ideal choice for a wide range of applications.
One-liner takeaway: MinerU is a powerful, high-accuracy document parsing engine that simplifies the process of converting unstructured data into actionable insights, making it an essential tool for anyone working with documents and LLMs.
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🧠 Channel: https://xn--r1a.website/GithubRe
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🌟 HKUDS/Vibe-Trading caught my eye on GitHub Trending today.
🔗 https://github.com/HKUDS/Vibe-Trading
📝 "Vibe-Trading: Your Personal Trading Agent"
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The Vibe-Trading project is an open-source trading agent that empowers users with comprehensive trading capabilities. Its key features include a personal trading agent, comprehensive trading capabilities, and extensive data sources. To use Vibe-Trading, simply run
The project is built using
With Vibe-Trading, users can create their own trading strategies, backtest them, and even use a shadow account to simulate real-world trading scenarios. The project is constantly evolving, with new features and updates being added regularly.
Whether you're a seasoned trader or just starting out, Vibe-Trading is definitely worth checking out. So why wait? Dive into the world of algorithmic trading with Vibe-Trading and take your trading to the next level - automate your trades and let the algorithm do the work!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/HKUDS/Vibe-Trading
📝 "Vibe-Trading: Your Personal Trading Agent"
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The Vibe-Trading project is an open-source trading agent that empowers users with comprehensive trading capabilities. Its key features include a personal trading agent, comprehensive trading capabilities, and extensive data sources. To use Vibe-Trading, simply run
pip install vibe-trading-ai and follow the documentation. The project is built using
Python 3.11+, FastAPI, and React 19, and is available on PyPI. The project has a strong focus on community involvement, with multiple language support and a growing list of features. With Vibe-Trading, users can create their own trading strategies, backtest them, and even use a shadow account to simulate real-world trading scenarios. The project is constantly evolving, with new features and updates being added regularly.
Whether you're a seasoned trader or just starting out, Vibe-Trading is definitely worth checking out. So why wait? Dive into the world of algorithmic trading with Vibe-Trading and take your trading to the next level - automate your trades and let the algorithm do the work!
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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📌 Spotted on GitHub Trending: ByteByteGoHq/system-design-101 — let's break it down.
🔗 https://github.com/ByteByteGoHq/system-design-101
📝 Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
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The ByteByteGoHq/system-design-101 GitHub repository is a comprehensive resource for learning system design. It provides a wide range of guides and tutorials on various topics, including API and web development, real-world case studies, and AI and machine learning.
Key features of this repository include its
The repository is technical in nature, with a focus on
The target audience for this repository is developers, system architects, and technical enthusiasts looking to improve their knowledge of system design.
In short, the ByteByteGoHq/system-design-101 repository is an invaluable resource for anyone looking to learn system design, with its simple explanations, real-world examples, and technical depth - learn system design the easy way, with ByteByteGo.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/ByteByteGoHq/system-design-101
📝 Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
──────────────────────────────
The ByteByteGoHq/system-design-101 GitHub repository is a comprehensive resource for learning system design. It provides a wide range of guides and tutorials on various topics, including API and web development, real-world case studies, and AI and machine learning.
Key features of this repository include its
simple and easy-to-understand explanations, visual aids, and real-world examples. The repository is suitable for anyone looking to learn system design, from beginners to experienced developers. The repository is technical in nature, with a focus on
system design principles, architecture patterns, and best practices. It covers a broad range of topics, including API design, load balancing, database systems, and cloud computing.The target audience for this repository is developers, system architects, and technical enthusiasts looking to improve their knowledge of system design.
In short, the ByteByteGoHq/system-design-101 repository is an invaluable resource for anyone looking to learn system design, with its simple explanations, real-world examples, and technical depth - learn system design the easy way, with ByteByteGo.
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🧠 Channel: https://xn--r1a.website/GithubRe
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🌟 usestrix/strix caught my eye on GitHub Trending today.
🔗 https://github.com/usestrix/strix
📝 Open-source AI hackers to find and fix your app’s vulnerabilities.
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Introduction to Strix: Strix is an open-source AI-powered security testing tool designed to find and fix vulnerabilities in applications. It uses autonomous AI agents that act like real hackers to run code dynamically, find vulnerabilities, and validate them through actual proof-of-concepts.
Key Features:
- Full hacker toolkit out of the box
- Teams of agents that collaborate and scale
- Real validation with proof-of-concepts, not false positives
- Developer-first CLI with actionable reports
- Auto-fix and reporting to accelerate remediation
Technical Highlights: Strix comes with a comprehensive security testing toolkit, including full HTTP proxy, browser automation, terminal environments, Python runtime, reconnaissance, and code analysis. It can identify and validate a wide range of security vulnerabilities, including access control, injection attacks, server-side, client-side, business logic, authentication, and infrastructure vulnerabilities.
Audience: Strix is designed for developers and security teams who need fast and accurate security testing without the overhead of manual penetration testing or the false positives of static analysis tools.
In summary, Strix is a powerful AI-powered security testing tool that helps you find and fix vulnerabilities in your applications - test like a hacker, without being one.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/usestrix/strix
📝 Open-source AI hackers to find and fix your app’s vulnerabilities.
──────────────────────────────
Introduction to Strix: Strix is an open-source AI-powered security testing tool designed to find and fix vulnerabilities in applications. It uses autonomous AI agents that act like real hackers to run code dynamically, find vulnerabilities, and validate them through actual proof-of-concepts.
Key Features:
- Full hacker toolkit out of the box
- Teams of agents that collaborate and scale
- Real validation with proof-of-concepts, not false positives
- Developer-first CLI with actionable reports
- Auto-fix and reporting to accelerate remediation
Usage: Strix can be used for application security testing, rapid penetration testing, bug bounty automation, and CI/CD integration. It supports multiple targets, including local codebases, GitHub repositories, and web applications.strix --target ./app-directory
strix --target https://github.com/org/repo
strix --target https://your-app.com
Technical Highlights: Strix comes with a comprehensive security testing toolkit, including full HTTP proxy, browser automation, terminal environments, Python runtime, reconnaissance, and code analysis. It can identify and validate a wide range of security vulnerabilities, including access control, injection attacks, server-side, client-side, business logic, authentication, and infrastructure vulnerabilities.
Audience: Strix is designed for developers and security teams who need fast and accurate security testing without the overhead of manual penetration testing or the false positives of static analysis tools.
In summary, Strix is a powerful AI-powered security testing tool that helps you find and fix vulnerabilities in your applications - test like a hacker, without being one.
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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🔍 Deep-diving into browser-use/video-use — fresh off the trending list.
🔗 https://github.com/browser-use/video-use
📝 Edit videos with coding agents
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Introducing video-use, a 100% open-source solution for editing videos with Claude Code. This innovative tool allows you to drop raw footage into a folder, chat with Claude Code, and receive a finalized video, final.mp4, in return.
Key features of video-use include cutting out filler words, auto color grading, 30ms audio fades, burning subtitles, and generating animation overlays. The tool also self-evaluates the rendered output at every cut boundary and persists session memory for future sessions.
To get started, simply paste the setup prompt into Claude Code or any other agent with shell access:
Then, point your agent at a folder of raw takes and let video-use handle the rest.
Technical highlights of video-use include its use of two layers to give the LLM everything it needs to cut with word-boundary precision: an audio transcript and a visual composite. The pipeline is designed with text + on-demand visuals, audio as primary, and visuals following.
Video-use is perfect for anyone looking to streamline their video editing process, from talking heads to travel videos.
One-liner takeaway: With video-use, you can revolutionize your video editing workflow and get professional results with minimal effort.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/browser-use/video-use
📝 Edit videos with coding agents
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Introducing video-use, a 100% open-source solution for editing videos with Claude Code. This innovative tool allows you to drop raw footage into a folder, chat with Claude Code, and receive a finalized video, final.mp4, in return.
Key features of video-use include cutting out filler words, auto color grading, 30ms audio fades, burning subtitles, and generating animation overlays. The tool also self-evaluates the rendered output at every cut boundary and persists session memory for future sessions.
To get started, simply paste the setup prompt into Claude Code or any other agent with shell access:
Set up https://github.com/browser-use/video-use for me.
...
Then, point your agent at a folder of raw takes and let video-use handle the rest.
Technical highlights of video-use include its use of two layers to give the LLM everything it needs to cut with word-boundary precision: an audio transcript and a visual composite. The pipeline is designed with text + on-demand visuals, audio as primary, and visuals following.
Video-use is perfect for anyone looking to streamline their video editing process, from talking heads to travel videos.
One-liner takeaway: With video-use, you can revolutionize your video editing workflow and get professional results with minimal effort.
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🧠 Channel: https://xn--r1a.website/GithubRe
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Secure your endpoint, manage your token distribution, and cut your AI costs in half.👇
🔗 www.afford-ai.cn
www.afford-ai.cn is designed for developers who need scale without the crazy costs.
Secure your endpoint, manage your token distribution, and cut your AI costs in half.
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💡 simplex-chat/simplex-chat just hit the trending charts — here's why it matters.
🔗 https://github.com/simplex-chat/simplex-chat
📝 SimpleX - the first messaging network operating without user identifiers of any kind - 100% private by design! iOS, Android and desktop apps 📱!
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SimpleX Chat is a revolutionary messaging platform that prioritizes user privacy, with no identifiers of any kind. Its key features include double ratchet end-to-end encryption and an additional encryption layer to protect messages and metadata. The app is available for
To get started, users can
The platform also allows for
Overall, SimpleX Chat is the perfect choice for those seeking a secure and private messaging experience. Take control of your digital privacy with SimpleX Chat - the future of messaging is private.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/simplex-chat/simplex-chat
📝 SimpleX - the first messaging network operating without user identifiers of any kind - 100% private by design! iOS, Android and desktop apps 📱!
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SimpleX Chat is a revolutionary messaging platform that prioritizes user privacy, with no identifiers of any kind. Its key features include double ratchet end-to-end encryption and an additional encryption layer to protect messages and metadata. The app is available for
Android and iOS, as well as a terminal app for Linux, MacOS, and Windows. To get started, users can
install the app, connect with the team, and join user groups. Making a private connection is straightforward: simply share a link with a friend or scan a QR code from their phone. The platform also allows for
contribution and translation to help SimpleX grow. With a strong focus on community, SimpleX Chat provides a user guide and encourages feedback and suggestions.Overall, SimpleX Chat is the perfect choice for those seeking a secure and private messaging experience. Take control of your digital privacy with SimpleX Chat - the future of messaging is private.
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🧠 Channel: https://xn--r1a.website/GithubRe