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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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SIGNAL

@finsignal · Post #2777 · 01/11/2024, 02:17 PM

🔮 Bitcoin #ETF 21Shares #ARKB commercial from ArkInvest "When you come to bitcoin, aren't you just a little curious?" According to #Ark marketers, all questions and fears (such as "It won't cost anything", "It's a bubble", and so on) are based on people's simple unwillingness to take risks, and not on specific fundamental doubts — therefore, a regulated #Bitcoin fund is the solution to all problems 🧐

SpotOnChain | Announcement

@spotonchain · Post #824 · 05/15/2024, 04:06 AM

🚨 $BTC #ETF Net Inflow May 14, 2024: +$101M! • The net inflow has been positive for 2 trading days. • #Grayscale ETF GBTC experienced a single-day outflow of $50.9M again after a day of zero flow. • The single-day flow of #BlackRock ETF IBIT remains stagnant for 15 trading days. • Nonetheless, 6 out of 8 other US Bitcoin ETFs experienced single-day inflows, led by #ARKB ETF with $133M. Follow @spotonchain and check out the latest updates about #Bitcoin ETFs via https://platform.spotonchain.ai/en/signal-details/bitcoin-etf-net-inflow-update-on-may-14-2024-107877

CRYPTO NEWS

@cryptonewstel · Post #1524 · 01/08/2026, 07:38 AM

🟠 Bitcoin ETF Inflow : 2026-01-07 #IBIT : -$130.0M #FBTC : -$247.6M #BITB : -$39.0M #ARKB : -$42.3M #HODL : -$11.6M #GBTC : -$15.6M 📊 Net Inflow : -$486.1M ⚡ 7-day Avg : $61.0M ➖➖➖➖➖➖➖➖➖ 📣@cryptonewstel ✨Vip join⭐️

CRYPTO NEWS

@cryptonewstel · Post #1887 · 02/26/2026, 09:05 AM

🟠 Bitcoin ETF Inflow : 2026-02-25 #IBIT : $297.4M #FBTC : $30.1M #BITB : $39.4M #ARKB : $2.3M #HODL : $15.6M #GBTC : $102.5M #BTC : $19.3M 📊 Net Inflow : $506.6M ⚡ 7-day Avg : $34.9M ➖➖➖➖➖➖➖➖➖ 📣@cryptonewstel ✨Vip join⭐️

CRYPTO NEWS

@cryptonewstel · Post #1702 · 02/04/2026, 07:55 AM

🟠 Bitcoin ETF Inflow : 2026-02-03 #IBIT : $60.0M #FBTC : -$148.7M #BITB : -$23.4M #ARKB : -$62.5M #EZBC : -$2.2M #HODL : -$4.8M #GBTC : -$56.6M #BTC : -$33.8M 📊 Net Inflow : -$272.0M ⚡ 7-day Avg : -$171.1M ➖➖➖➖➖➖➖➖➖ 📣@cryptonewstel ✨Vip join⭐️

CRYPTO NEWS

@cryptonewstel · Post #1361 · 12/26/2025, 05:31 AM

🟠Bitcoin ETF Inflow : 2025-12-24 #IBIT : -$91.4M #FBTC : -$17.2M #BITB : -$13.3M #ARKB : -$9.9M #EZBC : -$5.1M #HODL : -$8.0M #GBTC : -$24.6M #BTC : -$5.8M 📊Net Inflow : -$175.3M ⚡7-day Avg : -$92.2M ➖➖➖➖➖➖➖➖➖ 📣@cryptonewstel ✨Vip join⭐️