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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40322 · 12/14/2025, 08:34 AM

Japanese indigo dye, called aizome, began in the Edo period (1603–1868). Back then, only the upper classes wore bright colors and silk, so common people used cotton and indigo dye. Indigo was popular for its strong color and for keeping bugs and germs away. Today, aizome remains important in fashion and culture across Japan. 👘💙 [Source] @googlefactss#JapaneseIndigo#Aizome#EdoPeriod#Craftsmanship#History

Home decor

@dzdigital3 · Post #19405 · 01/31/2026, 06:14 PM

Nature meets modern design! Watch how we used pine branches, gold accents, and LED lighting to create a one-of-a-kind resin table. The final result is absolutely breathtaking. What do you think of this DIY project? Let us know in the comments! 🏠✨ #DIY#FurnitureDesign#EpoxyArt#HomeRenovation#Craftsmanship#USAHomeDecor