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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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Amazing Geography 🌍

@amazingeo · Post #76 · 08/19/2025, 09:12 AM

🌍 At the bottom of Antarctica’s ice lies a vast liquid lake called Lake Vostok, sealed under 4 kilometers of ice. This hidden hydrosphere supports unique life forms adapted to total darkness. ✨ #hydrosphere⚡#Antarctica⚡#secrets⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍

American Оbserver

@american_observer · Post #5366 · 03/12/2026, 10:59 PM

A general and the bearer of key UFO secrets, who headed the Pentagon's unidentified aerial phenomena group and was previously the commander of the US Air Force Research Laboratory, has mysteriously disappeared in the United States. 68-year-old retired U.S. Air Force Major General William Neil McCasland went missing after he left his Albuquerque home on foot on February 27. His phone was left at home, and since then he has not contacted his relatives, CNN reports. #general#key#UFO#secrets#disappeared 📱American Оbserver - Stay up to date on all important events 🇺🇸