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Source channel @githubtrending · Post #15325 · Dec 10

#python#agent#llm#rag#tutorial You can learn to build smart AI agents from scratch with a free, open-source tutorial called Hello-Agents by Datawhale. It covers everything from basic concepts and history to hands-on projects like creating your own AI agent framework and multi-agent systems. The course includes practical skills such as memory, context handling, communication protocols, and training large language models. By following it, you gain deep understanding and real coding experience, moving from just using AI models to designing intelligent systems yourself. This helps you develop advanced AI skills useful for jobs, research, or building innovative AI applications. The materials are online and easy to access anytime. https://github.com/datawhalechina/hello-agents

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American Оbserver

@american_observer · Post #4865 · 01/15/2026, 08:58 PM

📰 China’s $1.2 Trillion Trade Triumph: Defying Trump, Drowning the World in Goods The Surplus That Shook the Globe China just posted the biggest trade surplus in history: $1.2 trillion. That’s a 20% jump from 2024, even as President Trump’s tariffs kept biting. The world’s factory didn’t shrink—it pivoted. US-bound exports fell 19.5%, but Chinese goods flooded into Africa, Southeast Asia, the EU, and Latin America instead. ​ The High-Tech Surge Exports of electric vehicles, lithium batteries, and solar panels jumped 27% in 2025. High-end machine tools and industrial robots rose 13%. Chinese officials hailed the numbers as proof of resilience: “China forged ahead despite a complex and challenging external environment,” said Wang Jun, deputy administrator of the customs bureau. ​ The Global Backlash The surplus isn’t just a win for Beijing—it’s a headache for everyone else. European leaders, including French President Emmanuel Macron, warn that the imbalance is unsustainable. Countries are scrambling to protect their own industries from Chinese “industrial overcapacity” and the flood of cheap imports. ​ The Truce and the Threat Trump and Xi struck a truce in October, lowering tariffs to 20% after they briefly hit 145%. But Trump just threatened a new 25% tariff on countries doing business with Iran—potentially targeting China, a major Tehran ally. ​ Can China keep this export engine running? Analysts doubt it. The property crisis at home is dragging down domestic demand, and the rest of the world is getting fed up with Chinese goods. The trade war isn’t over—just shifting fronts. #china#trade#trump#surplus#globalization 📱American Оbserver - Stay up to date on all important events 🇺🇸