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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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@CoinSonar · Post #244224 · 04/18/2026, 02:44 PM
#TREE | Volume spike (USDT PAIR) 218 times the average volume 256.38K USDT traded in 5 min └Buying vol: 135.04K USDT 🟢 Boost score: 3/10 24h Vol: 338.02K USDT (Binance) Price: 0.0685 (-1.9% in 24h)
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@CoinSonar · Post #244183 · 04/18/2026, 12:44 PM
#TREE | Volume spike (USDT PAIR) 43 times the average volume 152.79K USDT traded in 15 min └Selling vol: 89.95K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0684 (-1.9% in 24h)
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@CoinSonar · Post #244130 · 04/18/2026, 10:44 AM
#TREE | Volume spike (USDT PAIR) 36 times the average volume 128.35K USDT traded in 15 min └Selling vol: 70.61K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0691 (-1.9% in 24h)
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@CoinSonar · Post #244082 · 04/18/2026, 08:44 AM
#TREE | Volume spike (USDT PAIR) 64 times the average volume 225.65K USDT traded in 15 min └Buying vol: 114.19K USDT 🟢 Boost score: 4/10 24h Vol: 338.02K USDT (Binance) Price: 0.0694 (-1.9% in 24h)
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@CoinSonar · Post #244016 · 04/18/2026, 06:44 AM
#TREE | Volume spike (USDT PAIR) 47 times the average volume 167.15K USDT traded in 15 min └Buying vol: 87.28K USDT 🟢 Boost score: 3/10 24h Vol: 338.02K USDT (Binance) Price: 0.0695 (-1.9% in 24h)
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@CoinSonar · Post #243967 · 04/18/2026, 04:44 AM
#TREE | Volume spike (USDT PAIR) 38 times the average volume 134.58K USDT traded in 15 min └Selling vol: 77.45K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0688 (-1.9% in 24h)
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@CoinSonar · Post #243925 · 04/18/2026, 02:14 AM
#TREE | Volume spike (USDT PAIR) 37 times the average volume 130.94K USDT traded in 15 min └Buying vol: 72.35K USDT 🟢 Boost score: 5/10 24h Vol: 338.02K USDT (Binance) Price: 0.0692 (-1.9% in 24h)
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@CoinSonar · Post #243870 · 04/17/2026, 11:24 PM
#TREE | Volume spike (USDT PAIR) 40 times the average volume 141.23K USDT traded in 15 min └Buying vol: 73.88K USDT 🟢 Boost score: 4/10 24h Vol: 338.02K USDT (Binance) Price: 0.0697 (-1.9% in 24h)
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@CoinSonar · Post #243817 · 04/17/2026, 07:05 PM
#TREE | Volume spike (USDT PAIR) 40 times the average volume 142.17K USDT traded in 15 min └Selling vol: 75.15K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0695 (-1.9% in 24h)
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@CoinSonar · Post #243777 · 04/17/2026, 04:50 PM
#TREE | Volume spike (USDT PAIR) 36 times the average volume 128.34K USDT traded in 15 min └Selling vol: 73.29K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0700 (-1.9% in 24h)
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@CoinSonar · Post #243717 · 04/17/2026, 02:43 PM
#TREE | Volume spike (USDT PAIR) 36 times the average volume 128.60K USDT traded in 15 min └Selling vol: 70.97K USDT 🔴 Boost score: 1/10 24h Vol: 338.02K USDT (Binance) Price: 0.0705 (-1.9% in 24h)
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@CoinSonar · Post #243639 · 04/17/2026, 12:40 PM
#TREE | Volume spike (USDT PAIR) 37 times the average volume 131.09K USDT traded in 15 min └Buying vol: 75.06K USDT 🟢 Boost score: 4/10 24h Vol: 338.02K USDT (Binance) Price: 0.0693 (-1.9% in 24h)
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