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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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Eva Karene Bartlett

@EvaKarene_Bartlett · Post #29523 · 01/21/2026, 07:19 AM

#Jableh countryside | Ras al-Ain: Mehran Ahmad Abbas, 38, from the #Alawite community, was killed on the morning of January 20 after succumbing to gunshot wounds. He was shot by #HTS terrorist militias on the evening of January 19 in his village of Ras al-Ain, in the Jableh countryside.