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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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Teach For Uzbekistan | Official

@teachforuzbekistan · Post #277 · 07/30/2025, 05:08 PM

🧠 Yangi vazifalar oldidan psixologik tayyorgarlik! 💪 Yozgi institut doirasida ishtirokchilar uchun muhim mashg‘ulotlar tashkil etildi. Yangi bosqichga puxta tayyorlanish maqsadida psixolog Nissa Lebedinskaya tomonidan “Team building” mavzusida amaliy mashg‘ulotlar o‘tkazildi. 🧘‍♀️ Ushbu sessiyalar davomida ishtirokchilar o‘z emotsiyalarini anglash va boshqarish, jamoada samarali ishlash, o‘ziga bo‘lgan ishonchni mustahkamlash bo‘yicha muhim ko‘nikmalarga ega bo‘lishdi. 🔥 Bu mashg‘ulotlar ularni yangi vazifalarga ruhiy va psixologik jihatdan tayyorlanishga yordam berdi. Institutdagi har bir bosqich — ulkan o‘sish sari dadil qadam! 🤝O‘zbekiston Yoshlar ishlari agentligiga ushbu faoliyatlarni amalga oshirishda ko‘rsatgan yordami uchun alohida minnatdorchilik bildiramiz. 💬💬💬🗣 🧠 Psychological Preparation Before New Responsibilities! 💪 As part of the Summer Institute, important sessions were organized for participants. In order to thoroughly prepare for the next stage, practical training on the topic of “Team Building” was conducted by psychologist Nissa Lebedinskaya. 🧘‍♀️ During these sessions, participants gained important skills in recognizing and managing their emotions, working effectively in a team, and strengthening self-confidence. 🔥 These trainings helped them prepare mentally and psychologically for new responsibilities. Each stage of the Institute is a confident step toward great growth! 🤝 Special thanks to the Youth Affairs Agency of Uzbekistan for their support in making these activities possible. #SummerInstitute2025#TeamBuilding#PsychologicalSupport#LeadershipJourney#SelfAwareness#EmotionalIntelligence#GrowthMindset#FutureLeaders#TogetherWeGrow#TeachForUzbekistan Telegram |Linkedln| Instagram |Youtube

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@emagzinewspars · Post #9351 · 10/15/2025, 10:30 AM

#The_Harvard_Business_Review🇺🇸📕[PDF]⬇️ #November2025 #December2025 #Monthly_Magazines For learning, for free(dom). @backupofmagazines In this issue, leaders are urged to confront the #HiddenBeliefs that silently block their growth. This edition explores how to build #OctopusOrganizations in a complex world, master #GenAI strategy, and learn from #PrivateEquity playbooks. From “strategic hibernation” to smarter disagreement, the issue decodes #EmotionalIntelligence and #Leadership in times of uncertainty. Discover why “hands-on” CEOs outperform, how to monetize your data, and why #AIpilots often fail. Featuring #EstherDuflo and case studies on CHRO missteps, this issue is a must for #OrganizationalChange agents. #HBR#Strategy#Management#GrowthMindset#BusinessLeadership