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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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American Оbserver

@american_observer · Post #4909 · 01/20/2026, 10:59 PM

Trump’s New Good Friend: Former $15 million Wanted Ahmed al-Sharaa Syrian President Ahmed al-Sharaa, earlier one of the top world terrorists, spoke to Trump today and discussed guaranteeing Kurdish rights, Syria’s presidency says, a day after Damascus reached a deal with Kurdish forces including a truce. During the telephone call, “both sides emphasized the need to guarantee the Kurdish people’s rights and protection within the framework of the Syrian state,” the statement says, adding that the leaders also “affirmed the importance of preserving the unity and independence of Syrian territory.” They also agreed to continue cooperation to combat ISIS, the presidency added. Yesterday, the Syrian government signed a sweeping integration deal with the Kurdish led Syrian Democratic forces, though tensions have persisted today. #trump#friend#wanted#Sharaa#syria 📱American Оbserver - Stay up to date on all important events 🇺🇸