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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 #244058 · 04/18/2026, 08:02 AM
#OP | Volume spike (USDT PAIR) 64 times the average volume 126.26K USDT traded in 1 min └Selling vol: 113.20K USDT 🔴 Boost score: 1/10 24h Vol: 2.82M USDT (Binance) Price: 0.1336 (-2.5% in 24h)
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@CoinSonar · Post #243884 · 04/18/2026, 12:02 AM
#OP | Volume spike (USDT PAIR) 65 times the average volume 127.49K USDT traded in 1 min └Buying vol: 111.92K USDT 🟢 Boost score: 8/10 24h Vol: 2.82M USDT (Binance) Price: 0.1349 (-2.5% in 24h)
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@CoinSonar · Post #243763 · 04/17/2026, 04:02 PM
#OP | Volume spike (USDT PAIR) 71 times the average volume 139.46K USDT traded in 1 min └Selling vol: 115.82K USDT 🔴 Boost score: 1/10 24h Vol: 2.82M USDT (Binance) Price: 0.1333 (-2.5% in 24h)
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@CoinSonar · Post #243690 · 04/17/2026, 01:37 PM
#OP | Volume spike (USDT PAIR) 9 times the average volume 286.83K USDT traded in 15 min └Selling vol: 170.17K USDT 🔴 Boost score: 1/10 24h Vol: 2.82M USDT (Binance) Price: 0.1343 (-2.5% in 24h)
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@CoinSonar · Post #243286 · 04/16/2026, 07:15 PM
#OP | Volume spike (USDT PAIR) 59 times the average volume 117.20K USDT traded in 1 min └Buying vol: 100.25K USDT 🟢 Boost score: 7/10 24h Vol: 2.82M USDT (Binance) Price: 0.1318 (-2.5% in 24h)
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@cryptobull_360 · Post #49664 · 05/04/2026, 04:54 PM
🙋♂👀#OP Upbit announced a partnership with the Optimism Foundation to develop GIWA Chain, an L2 network built on the OP Stack
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@proanalysistrader · Post #28111 · 11/03/2024, 05:16 AM
#OP/USDT analysis : #OP is currently forming a continuation pattern within a downtrend. The price has broken previous lows, and it is anticipated that it will continue its bearish momentum. It is advisable to wait for a pullback to the identified zone for a short entry, as the previous swing low is expected to be tested. TF : 1D Entry : $1.493 Target : $1.076 SL : $1.773
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@proanalysistrader · Post #27879 · 08/27/2024, 09:31 AM
#OP/USDT analysis : #OP has broken out above the 200 EMA and the previous resistance zone with strong bullish momentum. It is now retesting the breakout zone. The price is expected to continue its bullish bias and test previous highs. Wait for a break of the $1.517 level to go long. TF : 2H Entry : $1.517 Target : $1.643 SL : $1.444
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@americancryptotrading · Post #27519 · 01/30/2026, 10:33 AM
🇺🇸#OP/USDT is consolidating near the lowerborder of the descendingchannel formation on the 3D chart🔍 Bullish if we bounce off the one🐃 American Crypto©
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@americancryptotrading · Post #27466 · 12/11/2025, 09:18 AM
🇺🇸#OP/USDT has found support at the lowerborder of the descendingchannel on the 3D chart🔍 Expecting a bounce soon🚀 American Crypto©
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@americancryptotrading · Post #27336 · 08/08/2025, 09:02 AM
🇺🇸#OP/USDT is ready to break out of the descendingresistance on the daily timeframe💁♂️ Looking for a leg upward✈️ American Crypto©
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@americancryptotrading · Post #27236 · 05/02/2025, 10:01 AM
🇺🇸#OP/USDT is printing the descendingresistance line on the daily chart🧐 Breakout will bring a huge rally🐃 American Crypto©
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