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Source channel @githubtrending · Post #15401 · Jan 8

#python#agent#agentic_ai#agentic_framework#agentic_workflow#ai#ai_agents#ai_companion#ai_roleplay#benchmark#framework#llm#mcp#memory#open_source#python#sandbox MemU lets AI systems take in conversations, documents, and media, turn them into structured memories, and store them in a clear three-layer file system. It offers both fast embedding search and deeper LLM-based retrieval, works with many data types, and supports cloud or self-hosted setups with simple APIs. This helps you build AI agents that truly remember past interactions, retrieve the right context when needed, and improve over time, making your applications more accurate, personal, and efficient. https://github.com/NevaMind-AI/memU

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Crypto M - Crypto News

@CryptoM · Post #65330 · 04/12/2026, 11:28 PM

🚀 Japanese Companies Face Challenges Amid Rising Oil Prices Japanese companies are entering the earnings season with a pessimistic outlook as crude oil prices surge following the unsuccessful U.S. peace talks with Iran. Bloomberg posted on X, highlighting the impact of geopolitical tensions on the global oil market. The failure of negotiations has led to increased uncertainty, affecting various sectors in Japan that rely heavily on energy imports. As oil prices climb, businesses are bracing for higher operational costs, which could impact their profitability in the coming months. The situation underscores the interconnectedness of global events and their influence on national economies. #JapaneseCompanies#OilPrices#GeopoliticalTensions#EnergyImports#OperationalCosts#Profitability#GlobalEconomy#EarningsSeason#Bloomberg#IranUSNegotiations