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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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@kejiqu · Post #4250 · 03/10/2026, 03:06 AM

宇宙是无限的吗? 观测数据显示宇宙呈现平坦状态,但其真实大小和超出可观测范围的整体形状可能永远无法确定。科学家指出,如同地球表面具有可测量的尺寸,如果地球膨胀,其尺寸会随时间增加。然而,宇宙的真实性质,包括其是否无限,以及超出可观测范围的形状,仍然是未解之谜。目前的技术手段无法确定宇宙的全局几何结构,其真实尺寸和形状可能永远无法被人类完全认知。SciTechDaily 🏷#Universe#Cosmic#Geometry#Observations 📢频道👥群组📝投稿