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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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Medet Turin 🫆

@allsafekz · Post #722 · 02/25/2025, 11:42 AM

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👾RTEAM Bug Bounty – Pre-Registration Open! 🚀 We are launching a new bug bounty platform and inviting security researchers to sign up early. Be among the first to access the platform, hunt for vulnerabilities, and earn rewards! 🔐 Why pre-register? ✅ Get early access when the platform goes live ✅ Be the first to know about the launch and rewards ✅ Join an exclusive community of top bug hunters 🔥 Bug hunters, sign up now! 🔗https://rteam.kz/bugbounty 📌 For companies: Looking to strengthen your cybersecurity? Connect with us! ✉️ [email protected] 🌍rteam.kz #RTEAM#BugBounty#CyberSecurity#EthicalHacking#CTF#Netrunner

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Toshkent shahridagi INHA Universiteti Yoshlar Ittifoqi

@inhayoshlarittifoqi · Post #471 · 09/06/2025, 11:18 AM

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🇺🇿◽️2️⃣2️⃣2️⃣ Dear Change Makers! 🔒 Are you ready to defend the digital frontier? ⚔️ Join our Cybersecurity Club and learn the skills to protect yourself and others from cyber threats! The future of our digital world is at stake. Be a protector. 😎 From ethical hacking to network security, we'll equip you with the knowledge and tools you need to make a difference. > Ready to become a cybersecurity hero? 🦸 https://tally.so/r/w8X0Ql ◽️🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤 🇺🇿Inha yoshlar ittifoqi Join us on social media 🌐Telegram | 🌐Instagram #CybersecurityClub#Cybersecurity#EthicalHacking#NetworkSecurity#Tech#NewMembersWelcome#ProtectTheFuture

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