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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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Luna Everly

@lunaeverly · Post #23 · 01/19/2026, 02:07 PM

Hey, I'm Luna. 🌙✨ A psychology student who believes the most important conversations sometimes happen not in an office, but over a cup of tea, in a cozy sweater, with the sound of rain against the window. Here I'll share my thoughts, snippets of my life, and a quiet belief that understanding can be found in this world. And photos — I love capturing things that are beautiful, simple, and genuine. Glad you're here. #lunaeverly#thinkingoutloud#support#everydaypsychology#cozy#personaldiary Привет, я Луна. 🌙✨ Студентка-психолог, которая верит, что самые важные разговоры иногда случаются не в кабинете, а за чашкой чая, в уютном свитере и под звук дождя за окном. Здесь я буду делиться своими мыслями, моментами из жизни и тихой уверенностью, что в этом мире можно найти понимание. А ещё фотографиями — мне нравится ловить красивое, простое и настоящее. #лунаэверли#мысливслух#поддержка#психологияповседневности#уют#личныйдневник