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Source channel @githubtrending · Post #14993 · Jul 24

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#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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Biznes va tadbirkorlik oliy maktabi

@gsbe_uz · Post #2761 · 11/14/2025, 11:33 AM

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🇺🇿🇺🇸 AQSh, Pittsburg savdo-sanoat palatasiga tashrif 🇺🇿 O‘zbekiston Respublikasi Vazirlar Mahkamasi huzuridagi Biznes va tadbirkorlik oliy maktabi tomonidan AQShda tashkil etilgan qisqa muddatli o‘quv dasturi doirasida delegatsiya a’zolari Pittsburg area Chamber of Commerce (Pittsburg savdo-sanoat palatasi) tashkilotiga tashrif buyurdilar. Uchrashuv davomida Amerika Qo‘shma Shtatlarida tadbirkorlik faoliyatini tashkil etish, biznes yuritishning huquqiy va iqtisodiy asoslari, shuningdek, mahalliy biznes muhitining o‘ziga xos jihatlari haqida batafsil ma’lumotlar taqdim etildi. Tashrif ishtirokchilari AQShdagi kichik va o‘rta bizneslarni qo‘llab-quvvatlash tizimi, investitsion imkoniyatlar, shahar darajasida tadbirkorlikni rivojlantirish mexanizmlari bilan yaqindan tanishdilar. Pittsburg savdo-sanoat palatasi vakillari ikki mamlakat o‘rtasida o‘zaro manfaatli aloqalarni rivojlantirish, qo‘shma biznes loyihalarini yo‘lga qo‘yish va yangi tashabbuslarni qo‘llab-quvvatlashga tayyor ekanliklarini ta’kidladilar. Shuningdek, O‘zbekiston tadbirkorlari uchun AQSh bozorida faoliyat yuritish bo‘yicha maslahat va amaliy ko‘mak ko‘rsatish imkoniyatlari ham muhokama qilindi. Ushbu tashrif ikki tomonlama hamkorlikni mustahkamlash, investitsiya aloqalarini chuqurlashtirish va o‘zaro tajriba almashish yo‘lida muhim qadamlardan biri bo‘ldi. Delegatsiya a’zolari tashrif davomida kelgusida ham samarali hamkorlikni davom ettirish bo‘yicha o‘zaro kelishuvlarga erishdilar. 🇷🇺RU #GSBE#USA#PSU#Chamber#Business#Partnership 🔝Web-site |🔝Facebook | 🔝Instagram | 🔝Youtube

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