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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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🇿🇦Херманус — уютный городок на юго-западе ЮАР, всего в 120 км от Кейптауна. Зимой и весной сюда съезжаются туристы, чтобы наблюдать величественных южных китов 🐳. А ещё Херманус — любимое место жизни для пенсионеров, ценящих море, тишину и природу. 🏡🌅 📸 Фото и видео: https://t.me/annauar/2801 #ЮАР#Природа#Киты#Океан#Херманус#Туризм#Путешествия#ЗападныйКейп ___________________ 🇿🇦Hermanus, a charming coastal town in South Africa’s Western Cape, lies just 120 km (75 mi) from Cape Town Famous for spectacular Southern Right whale watching 🐳 during winter and spring, it’s also a beloved retirement haven. 🏡🌅 📸 Photos & Video: https://t.me/annauar/2801 #Hermanus#Whales#Whalewatching#SouthAfrica#Nature#Travel#WesternCape