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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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Universe Mysteries 🪐

@cosmomyst · Post #3 · 07/29/2025, 02:41 PM

🌎 Deep within the constellation Cygnus, the black hole V404 Cygni occasionally unleashes powerful outbursts, ejecting matter at near light-speed in opposing jets. These rare events are so energetic that the black hole briefly outshines its entire host galaxy, offering a fleeting glimpse into the turbulent ballet around stellar remnants. ✨ #blackhole⚡#cygnus⚡#jets 👉subscribe Universe Mysteries

Universe Mysteries 🪐

@cosmomyst · Post #279 · 09/16/2025, 03:11 AM

🪐 The black hole Cygnus X-1, in the constellation Cygnus, is famous for its powerful X-ray emissions and was one of the first strong black hole candidates ever discovered. Cygnus X-1 pulls material from a massive companion star, creating a swirling disk of superheated gas called an accretion disk, which emits intense X-rays as matter spirals inward toward the point of no return. ✨ #blackholes⚡#accretiondisks⚡#cygnus⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries ​