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Source channel @githubtrending · Post #15295 · Nov 11

#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop. https://github.com/yichuan-w/LEANN

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Universe Mysteries 🪐

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

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🪐 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

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Universe Mysteries 🪐

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

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🪐 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

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