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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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Interesting Planet 🌍

@interesting_planet_facts · Post #1106 · 12/06/2025, 10:11 PM

🌎 The ancient Voynich Manuscript, kept at Yale University, is a 240-page illustrated book written in an unknown script and language. Despite decades of research, expert codebreakers and linguists have failed to decipher its text or explain its purpose. Radiocarbon dating places its creation in the early 15th century. ✨ #history⚡#cryptography⚡#manuscripts 👉subscribe Interesting Planet 👉more Channels ​