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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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@fluencyinenglish · Post #6417 · 09/07/2018, 11:12 AM

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#adverbs #intensifying @ieltsstrategies ♠️استفاده از highly به جاي very قبل از اين صفات ميتوانيد از قيد highly استفاده كنيد به معني خيلي. Likey- unlikely- unusual- successful- competitive- profitable- effective- controversial- recommended. EXAMPLE: 🔷 it is highly unlikely that I'll finish my work on time. 🔷 Jill's highly unusual behaviour began to worry her parents. استفاده از absolutely و utterly به جاي very قبل از اين صفات ميتوانيد از قيد absolutely و utterly استفاده كنيد. Ridiculous- stupid- impossible- wrong- alone- convinced- devastated- miserable EXAMPLE: 🔷 It was an absolutely stupid comment to make. 🔷 The whole area was utterly devastated after the earthquake. @fluencyinenglish

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