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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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Go! Announcements

@gorwachain_announcements · Post #1105 · 11/25/2025, 05:27 PM

🚀 Go! Nation, Interested in tokenized futures? We’re talking about a massive unlock: equities are ~$128T globally, and the broader futures/derivatives layer is $1 quadrillion+ in notional scale. That’s the playing field. Futures are like making a deal today on what something will cost later (like locking in the price of apples next week). Equities are just tiny pieces of companies. FuturesFi is Go!’s next step: putting U.S. index futures strategies on-chain so people can access them in smaller, modular, transparent, fully trackable digital contracts. Think: clearer exposure, better rails, and a path to modern financial infrastructure, without the old gatekeeping. FuturesFi is being designed to target low-single-digit monthly performance in modeled scenarios via U.S. index futures strategies. No guarantees, not live performance, and not an offer to sell securities, just early interest for product updates. Important compliance note: Go!/FuturesFi is not a broker-dealer. This is not an offer to sell securities and nothing here is investment advice, we’re simply collecting interest for early access + product updates. 👉 Join the interest list here: https://forms.gle/wFY1534X8xqSUUtf7 #FuturesFi#Agentic#AI#Tokenization#OnChainFinance#DigitalAssets#Assets#LetsGo