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Source channel @githubtrending · Post #15168 · Sep 25

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#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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#python#ai#context#embedded#faiss#knowledge_base#knowledge_graph#llm#machine_learning#memory#nlp#offline_first#opencv#rag#retrieval_augmented_generation#semantic_search#vector_database#video_processing
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Interesting Planet 🌍

@interesting_planet_facts · Post #1345 · 03/18/2026, 10:11 PM

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🌎 Tree rings, known as dendrochronology records, capture annual changes in climate and events like droughts or wildfires. The oldest living tree, a bristlecone pine in California, has over 4,800 growth rings. ✨ #trees⚡#climate⚡#history 👉subscribe Interesting Planet 👉more Channels ​

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Interesting Planet 🌍

@interesting_planet_facts · Post #625 · 08/25/2025, 03:22 AM

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🌎 Ancient tree rings hold Earth’s history! Each ring marks a year of growth, capturing clues about past climates, droughts, and even volcanic eruptions. Dendrochronology, the science of studying tree rings, helps scientists date events and understand how our planet’s environment has changed over centuries. ✨ #trees⚡#climate⚡#geology 👉subscribe Interesting Planet ​

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FG - Freie Gedanken 🦁

@FGNews07 · Post #81739 · 04/01/2026, 03:17 PM

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Wissenschaftler aus Belgrad haben mitten in einer der am stärksten verschmutzten Städte Europas einen 600-Liter-Tank mit Mikroalgen errichtet, der CO₂ absorbiert und Sauerstoff abgibt. Er wird mit Solarenergie betrieben, erfordert nur minimalen Wartungsaufwand und kann dort aufgestellt werden, wo Bäume keinen Platz finden. Das System namens Liquid3 erreicht die gleiche Leistung wie ein ausgewachsener Baum und könnte die Art und Weise neu definieren, wie Städte gegen Luftverschmutzung vorgehen. #Businessbulls#Trees t.me/FGNews07

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