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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 #65040 · 04/10/2026, 03:26 PM

🚀 Quantum Threats Are Real but Not Immediate, Experts Say Quantum computing poses a genuine threat to current cryptographic systems, but it is not an immediate concern. According to PANews, understanding which cryptographic components will be affected and how the industry plans to transition is crucial. Experts emphasize the importance of identifying vulnerable areas and preparing for a gradual migration to quantum-resistant technologies. The focus should be on strategic planning and readiness to ensure security in the face of future quantum advancements. #QuantumComputing#Cryptography#CyberSecurity#QuantumThreats#QuantumResistant#TechPlanning#FutureTechnology