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Source channel @githubtrending · Post #14993 · Jul 24

#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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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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