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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40824 · 03/18/2026, 08:32 PM

Only about 30 locations worldwide feature singing dunes, primarily crescent-shaped barchans, found in deserts like the Gobi, Mojave, and Taklamakan. These dunes produce deep hums or musical notes when sand avalanches slide down their slopes. The sound happens as grains of sand rub together, creating vibrations amplified by the dune’s structure, much like a violin or cello. The sand must be dry, with grains that are uniform in size and spherical, allowing for optimal vibration transfer. Acting like a natural instrument, the dune resonates and amplifies the sound, which can be heard up to 10 km away. This unique phenomenon can last for minutes, depending on the dune. Not all dunes sing, as specific conditions—like dry sand and the right grain size—are required for the sound. 🎶🏜️🎵 [Read and hear more] [Read and see more] @googlefactss #SingingDunes#DesertSounds#NatureScience#GeologicalWonders#MusicalDunes#Dune

Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40930 · 04/14/2026, 10:01 PM

The Titicaca water frog (Telmatobius culeus) can absorb oxygen through its skin, an adaptation that helps it survive in the high-altitude waters of Lake Titicaca, where oxygen levels are low. This unique ability allows it to thrive in an environment where most other species struggle. The frog's skin is highly vascularized, increasing its efficiency at absorbing oxygen directly from the water. 💧🐸⛰️ [Read more] (Frog memes allowed here) @googlefactss #FrogFacts#TiticacaFrog#TelmatobiusCuleus#NatureScience#UniqueAdaptations#Amphibians#ItsWednesdayMyDudes If you have ideas or feedback contact us: @Googlefactss_Feedback_bot