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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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Офис Почётного консула ЮАР в Екатеринбурге // Office of Honorary Consul of South Africa in Yekaterinburg

@sarconsulurals · Post #2233 · 06/25/2025, 05:17 AM

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⛷ Yes, you can ski in Southern Africa! ❄️ It's wintertime in South Africa — and that means ski season in the mountains! 🏔Tiffindell Ski Resort is located near the border with the Kingdom of Lesotho, on the slopes of Ben Macdhui (3,001 m) in the Southern Drakensberg. 🎿 The only other ski resort in Sub-Saharan Africa is in Lesotho itself — Africa’s only enclave, a country entirely surrounded by another (in this case, South Africa). There are just three enclavedcountries in the world: 🇱🇸 Lesotho (in South Africa), 🇻🇦 Vatican City and 🇸🇲 San Marino (both in Italy). 📹 Watch the video: https://t.me/c/2139192078/157 Would you try skiing in South Africa or Lesotho? #Sports#Travel#SouthAfrica#Lesotho#Skiing#Winter#Africa

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Игорь Ильиных ⚡️ FreerideRussia

@freeriderussia · Post #67 · 01/10/2025, 04:07 PM

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⛷️Анонс лыжных школ в Красной Поляне на февраль с @nadiakid 10-12 февраля - 6 мест 25-27 февраля - 6 мест *Уровень группы определяется по первому участнику #skiing#краснаяполяна#фрирайд#freeride #freerideski#сочикраснаяполяна

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