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Source channel @githubtrending · Post #15168 · Sep 25

#python#ai#context#embedded#faiss#knowledge_base#knowledge_graph#llm#machine_learning#memory#nlp#offline_first#opencv#python#rag#retrieval_augmented_generation#semantic_search#vector_database#video_processing Memvid lets you store millions of text pieces inside a single MP4 video file using QR codes, making your data 50-100 times smaller than usual databases. You can search this video instantly in under 100 milliseconds without needing servers or internet after setup. It works offline, is easy to use with simple Python code, and supports PDFs and chat with your data. The upcoming version 2 will add features like continuous memory updates, shareable capsules, fast local caching, and better video compression, making your AI memory smarter, faster, and more flexible. This means you get a powerful, portable, and efficient way to manage and search huge knowledge bases quickly and easily. https://github.com/Olow304/memvid

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Universe Mysteries 🪐

@cosmomyst · Post #715 · 03/18/2026, 10:21 PM

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🪐 In 1997, the BeppoSAX satellite pinpointed the source of a gamma-ray burst—GRB 970228—to a faint galaxy about 8 billion light-years away, confirming that gamma-ray bursts can originate far beyond our own Milky Way. This discovery revealed that these bursts are not just local events but are among the most powerful explosions in the universe, releasing in seconds as much energy as the Sun will emit over its entire lifetime. ✨ #gamma-ray-bursts ⚡#explosions⚡#distant-universe ⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels

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Universe Mysteries 🪐

@cosmomyst · Post #645 · 01/28/2026, 12:21 PM

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🪐 The dwarf galaxy GRB Host 080605, located nearly 6.5 billion light-years away, is home to one of the brightest long-duration gamma-ray bursts ever detected. This powerful explosion, which lasted over a minute, released more energy than our Sun will emit in its entire lifetime, making GRB 080605 a textbook example of how collapsing massive stars can light up distant galaxies with blinding bursts of high-energy light. ✨ #gamma-ray-bursts ⚡#distant-galaxies ⚡#cosmic-explosions ⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels

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