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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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2025-yil 13-sentabr kuni Chortoq va Uychi bekatlari o‘rtasidagi qo‘riqlanmagan temir yo‘l kesishmasida Gentra avtomobili poyezd bilan to‘qnashdi. Mashinada olti kishi bo‘lib, hech kim omon qolmagan, deb xabar berilgan “O‘zbekiston temir yo‘llari” AJ telegrаm-kanalida. https://yep.uz/uz/2025/09/chortoq-uychi-temir-yol-ytx-olti-kishi-halok/ #yo‘ltransporthodisasi #temiryo‘lkesishmasi #xavfsizlik#yth#halokbo‘lganlar #gentra

Ukrainadagi “Xochu jit” loyihasi Rossiyaning Ukrainaga qarshi urushi davomida halok bo‘lgan yoki bedarak yo‘qolgan o‘zbekistonliklarning ro‘yxatini e’lon qildi. Loyihaga ko‘ra, 481 nafar shaxs aniqlangan, ammo haqiqiy raqam bundan ancha yuqori bo‘lishi mumkin. https://yep.uz/uz/2025/10/ozbekistonliklar-rossiya-armiyasida-halok-bolganlar-royxati/ #xochujit#urush#rossiyaarmiyasi#o‘zbekistonliklar #ukraina#jangchilar#markaziyosiyo#migrantlar#halokbo‘lganlar #tadqiqot#rossiyavaurush#o‘zbekiston