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Source channel @githubtrending · Post #15299 · Nov 12

#python#agent#ai#aiagent#awesome#chatgpt#hacktoberfest#hacktoberfest2025#llm#long_short_term_memory#memori_ai#memory#memory_management#python#rag#state_management Memori is an open-source memory engine that gives AI language models human-like memory using standard SQL databases like PostgreSQL, MySQL, or SQLite.[1][2] With just one line of code, you can enable any LLM to remember conversations, learn from interactions, and maintain context across sessions.[1] The key benefits are significant cost savings of 80-90% compared to expensive vector databases, complete data ownership and transparency since memories are stored in SQL databases you control, and zero vendor lock-in allowing you to export and move your data anywhere.[1][3] Memori works with popular frameworks like OpenAI, Anthropic, and LangChain, making it easy to integrate into existing projects without complex setup.[1] https://github.com/GibsonAI/Memori

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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 🇺🇸