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Source channel @githubtrending · Post #15401 · Jan 8

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#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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Universe Mysteries 🪐

@cosmomyst · Post #34 · 07/30/2025, 05:51 AM

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🪐 The Andromeda Galaxy, our colossal neighbor, is surrounded by an immense, nearly invisible halo of hot gas that spans more than 1.3 million light-years across. Recent observations with the Hubble Space Telescope revealed that this vast envelope is rich in metals and may be interacting with our own Milky Way’s halo, weaving an intergalactic veil between the two future-colliding giants. ✨ #Andromeda⚡#galactic⚡#halos⚡#intergalactic 👉subscribe Universe Mysteries

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