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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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Coin Sonar

@CoinSonar · Post #243802 · 04/17/2026, 06:04 PM

#FIO | Volume spike (USDT PAIR) 77 times the average volume 128.80K USDT traded in 15 min └Buying vol: 70.17K USDT 🟢 Boost score: 3/10 24h Vol: 158.89K USDT (Binance) Price: 0.00245 (-5.1% in 24h)

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Pro Analysis

@proanalysistrader · Post #28042 · 10/20/2024, 05:14 AM

#FIO/USDT analysis : #FIO is in an uptrend, forming higher highs (HHs) and higher lows (HLs) while trading above the 200 EMA. The price has broken out and retested the previous swing high resistance levels. It is expected to bounce back from this point and continue its bullish momentum to test the recent swing high. TF : 1D Entry : $0.0305 Target : $0.0417 SL : $0.0270

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Pro Analysis

@proanalysistrader · Post #27942 · 09/17/2024, 02:02 PM

#FIO/USDT analysis : #FIO is currently in an uptrend, forming higher highs (HHs) and higher lows (HLs), while finding support above the trendline. The price is anticipated to rebound from the current level to sustain its bullish momentum and test new highs. TF : 4h Entry : $0.0259 Target : $0.0300 SL : $0.0238

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Pro Analysis

@proanalysistrader · Post #27854 · 08/19/2024, 05:32 AM

#FIO/USDT analysis : #FIO is currently experiencing a decline from the resistance zone following rejections in that region. It is anticipated to maintain its downward momentum and possibly test previous lows. TF : 4H Entry : $0.0198 Target : $0.0162 SL : $0.0210

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MEXC Fair Price Spreads 10%

@MEXC_FairPrice_Spreads · Post #1430 · 02/28/2026, 11:25 PM

#FIO | 11.37% | LONG🟢 Last Price: 0.01528 Fair Price: 0.01724 Max Leverage: 100x Max Size: 1.07K$ MEXC Fair Price Spreads

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