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Source channel @githubtrending · Post #15561 · Mar 14

#python#agent#agentic_rag#ai_agents#clawbot#context_database#context_engineering#filesystem#llm#memory#openclaw#opencode#rag#skill OpenViking is a free open-source tool that acts as a context database for AI agents, using a simple file system to organize memories, resources, and skills under viking:// paths. It fixes issues like scattered data, high token costs, weak searches, and untraceable errors with tiered loading (L0 abstracts, L1 overviews, L2 details loaded on demand), recursive directory retrieval, visual traces, and auto-session memory updates. You benefit by building smarter, cheaper agents faster—like managing files—saving up to 96% on tokens while boosting task success by 50%+. https://github.com/volcengine/OpenViking

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Universe Mysteries 🪐

@cosmomyst · Post #653 · 02/01/2026, 12:21 PM

🪐 Scientists are investigating laser-driven spacecraft, where powerful laser beams from Earth could propel tiny probes at speeds up to 20% that of light—fast enough to reach Proxima Centauri, our closest neighboring star system, in just over 20 years. This approach, known as "light sail" propulsion, uses intense light pressure against a thin, reflective sail to accelerate a probe, offering a glimpse of how interstellar journeys could become possible within a human lifetime. ✨ #spaceships⚡#ProximaCentauri⚡#lightsail⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​

Universe Mysteries 🪐

@cosmomyst · Post #271 · 09/14/2025, 04:11 PM

🪐 The Breakthrough Starshot project is testing how ultra-light spacecraft powered by laser-driven lightsails could one day reach Alpha Centauri, our nearest star system, in just a few decades. These tiny probes, traveling at a fraction of the speed of light (over 100 million kilometers per hour), would gather data from planets like Proxima Centauri b, showing how future interstellar journeys might become possible using cutting-edge technology and real astronomical targets. ✨ #interstellar⚡#travel⚡#AlphaCentauri⚡#lightsail⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries ​