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Source channel @githubtrending · Post #15168 · Sep 25

#python#ai#context#embedded#faiss#knowledge_base#knowledge_graph#llm#machine_learning#memory#nlp#offline_first#opencv#python#rag#retrieval_augmented_generation#semantic_search#vector_database#video_processing Memvid lets you store millions of text pieces inside a single MP4 video file using QR codes, making your data 50-100 times smaller than usual databases. You can search this video instantly in under 100 milliseconds without needing servers or internet after setup. It works offline, is easy to use with simple Python code, and supports PDFs and chat with your data. The upcoming version 2 will add features like continuous memory updates, shareable capsules, fast local caching, and better video compression, making your AI memory smarter, faster, and more flexible. This means you get a powerful, portable, and efficient way to manage and search huge knowledge bases quickly and easily. https://github.com/Olow304/memvid

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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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