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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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Marx21.it

@marx21news · Post #9935 · 03/12/2026, 03:05 PM

La doppia crisi di Starmer: sottomesso a Washington, abbandonato dagli elettori A due anni dall'inizio del mandato, il ritratto di Keir Starmer si fa sempre più netto: arroganza interna e sudditanza esterna. Da un lato, apre le basi britanniche (Fairford e Diego Garcia) agli attacchi USA contro l'Iran, dopo aver inizialmente giudicato l'operazione illegale secondo il diritto internazionale. Un cambio di rotta avvenuto solo dopo le pressioni di Washington. Non sovranità, ma diligente amministrazione degli interessi altrui. Dall'altro, il crollo nel collegio popolare di Gorton and Denton, dove il Labour precipita al terzo posto, superato dai Verdi e da Reform UK. Un territorio operaio e impoverito che ha voltato le spalle a un partito ormai percepito come "una macchina amministrativa senz'anima". Il risultato? Un premier umiliato all'estero e un partito che, nei territori che un tempo lo rappresentavano, non sa più perché esiste. #KeirStarmer#Labour#PoliticaEstera#CrisiPolitica#GortonAndDenton https://www.marx21.it/internazionale/starmer-tra-servilismo-atlantico-e-disfatta-politica-il-labour-perde-il-paese-mentre-obbedisce-a-washington/

🌍G20 Summit in South Africa 🗓 The G20 Summit took place in Johannesburg on November 22–23, 2025, where member countries agreed on a set of measures aimed at building a more resilient and equitable global order. South African President Cyril Ramaphosa emphasized that the summit’s outcomes were a natural continuation of the work done by the previous three G20 presidencies. The adopted Leaders’ Declaration, he said, is “not just words” but a concrete commitment to improving people’s lives around the world. ✨ 🔚 During the final session, participants agreed to take joint action in three key areas: 1️⃣ Access to critical minerals 2️⃣ Ensuring decent working conditions 👷‍♂️ 3️⃣ Advancing artificial intelligence 🤖 South Africa also secured the official approval of all the initiatives it put forward as the host country. 🇿🇦🙌 🔗 Source: https://t.me/tvbrics/18083 #G20#SouthAfrica#Summit#Johannesburg#InternationalCooperation#ArtificialIntelligence#Labor#Labour#CriticalMinerals