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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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EKOLOG.UZ| ENG

@ekologuzenglish · Post #11063 · 01/05/2026, 01:02 AM

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🏢 The State Duma warns residents about the risk of rodent infestations 🐀 If there are no cats in the basements, “attacking wildlife” can appear. By sealing vents and boarding up basements, management companies violate government regulations and common sense. Vladimir Burmatov, First Deputy Chairman of the State Duma Committee on Ecology, noted that this does not help residents — on the contrary, it creates a threat. It is important for cats to have a safe place to shelter from the cold and naturally control rodent populations. Protect your homes and the environment! 🐾 #Ecology#AnimalProtection#Responsibility#RodentControl ☘️Read the latest environmental news on the @ekologuz page. Follow us and send your suggestions and wishes via @eklguz_bot Instagram | Facebook | Twitter | Sayt | Youtube.

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