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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 #152 · 08/31/2025, 08:12 PM

🌍 The jet stream is a powerful, high-altitude wind that circles the planet, moving weather systems and helping shape climates on different continents thousands of kilometers apart. ✨ #atmosphere⚡#winds⚡#climate⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #581 · 01/19/2026, 08:31 PM

🌍 In 2023, Cyclone Biparjoy spun over the Arabian Sea for nearly two weeks—a rare “very severe cyclonic storm” to last so long in this region, with winds impacting coasts over 1,000 kilometers apart. ✨ #cyclone⚡#disaster⚡#winds⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​