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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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Interesting Planet 🌍

@interesting_planet_facts · Post #1067 · 11/24/2025, 12:11 PM

🌎 The Lut Desert in Iran is one of Earth's most extreme climate zones, recording the hottest surface temperature ever measured—80.8°C in 2005 by satellite. Known as Dasht-e Lut, this salt desert has almost no vegetation or permanent water sources. ✨ #climate⚡#desert⚡#temperature 👉subscribe Interesting Planet 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #161 · 09/02/2025, 09:12 AM

🌍 The Lut Desert in Iran holds the record for Earth’s hottest land temperature ever measured from space—an astonishing 80.8°C, far exceeding typical desert heat. ✨ #deserts⚡#temperature⚡#extremes⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #389 · 10/18/2025, 08:31 PM

🌍 The world’s largest continental climate zone covers central Eurasia, where summers can reach above 40°C and winters drop below –40°C—a giant temperature swing found nowhere else on Earth. ✨ #climatezones⚡#temperature⚡#Eurasia⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #16 · 08/10/2025, 03:12 AM

🌍 Cities often create "urban heat islands," where temperatures are higher than surrounding areas due to concrete, asphalt, and less greenery. This effect can raise cities’ temperatures by several degrees. ✨ #urbanization⚡#temperature⚡#humanimpact⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍

Universe Mysteries 🪐

@cosmomyst · Post #690 · 02/19/2026, 10:21 PM

🪐 Uranus stands out as the coldest giant planet in the solar system, with atmospheric temperatures dipping as low as minus 224 degrees Celsius—colder than even Neptune, despite being closer to the Sun. This frigid world is also tipped on its side, with its axis tilted by about 98 degrees, so its poles almost point directly at the Sun during parts of its long, 84-year orbit. ✨ #Uranus⚡#giantplanets⚡#temperature⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​