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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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Crypto M - Crypto News

@CryptoM · Post #64785 · 04/09/2026, 11:37 PM

🚀 South Korea Implements New Rules for Managing Public-Sector Virtual Assets South Korea has approved a plan to manage 78 billion won, equivalent to approximately $57.7 million, in public-sector virtual assets. According to NS3.AI, the new regulations mandate that any seized or confiscated cryptocurrency from personal wallets must be promptly transferred to an institutional cold wallet, which is not connected to the internet. Additionally, the rules stipulate that private keys and recovery phrases must be controlled by at least two individuals through a split-access arrangement. #SouthKorea#PublicSector#VirtualAssets#Cryptocurrency#Regulations#DigitalAssets#CryptoSecurity#ColdWallet#Blockchain#CryptoPolicy