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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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Venezuelanalysis

@venanalysis · Post #2075 · 08/25/2025, 09:40 PM

📰 NEWS | Venezuela: Turkish Investors to Take Over State-Owned Sugar Mills Under ‘Strategic Alliances’ Venezuela has signed agreements with Turkish investors to manage three state-owned sugar mills — Central Venezuela (Zulia state), Santa Clara (Yaracuy state), and Ezequiel Zamora (Barinas state) — as part of new 'strategic alliances,' Agriculture Minister Julio León announced. Authorities have not disclosed further details. Previous experiences with similar alliances in the countryside have raised concerns among campesinos regarding transparency and impacts on small-scale producers. 🔗 Read the full report here: https://shorturl.at/pwPmt #Peasants#Campesinos#PrivateSector#Sugar