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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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MikroTik.SG

@mikrotiksg · Post #314 · 07/30/2025, 06:56 AM

Current MikroTik Software Release RouterOS: 7.19.4 | 6.49.18 Winbox: 3.42 / 4.0beta26 SwitcOS: 2.18 SwitchOS lite: 2.20 If you missed 7.19.3, Significantly improved Wi-Fi 6 Performance with RouterOS v7.19.3 (stable) Significantly improved Wi-Fi 6 Performance with RouterOS v7.19.3 (stable) If you've been waiting for a sign to explore MikroTik's Wi-Fi 6 solutions - this is it. With RouterOS v7.19.3, MikroTik has introduced significant improvements to 802.11ax (Wi-Fi 6) device performance. This update enhances range, stability, and overall wireless experience, making it the best time yet to deploy Wi-Fi 6 in your home, office, or enterprise setup. MikroTik is continuously working to improve AX performance across all supported MikroTik devices, and this update is a major step forward. Whether you're using a single AP or building a complex multi-device setup, you'll notice the difference. But there's more to this update: from enhanced IPv6 FastPath support to hardened RADIUS (RadSec) and smarter LTE/eSIM handling, the system is now more robust under real-world stress. For best results and security, always use the latest stable RouterOS version. Version 7.19.3 is currently our recommended release for anyone using Wi-Fi 6 hardware. #MikroTik#RouterOS#AlagasNet#LatestSoftware