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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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Crypto M - Crypto News

@CryptoM · Post #65184 · 04/11/2026, 04:56 PM

🚀 Hyperliquid Whale Positions Reach $3.905 Billion Hyperliquid platform's whale positions have reached a total of $3.905 billion, according to ChainCatcher. Data from Coinglass reveals that long positions account for $1.992 billion, representing 51.01% of the total, while short positions amount to $1.913 billion, making up 48.99%. The profit and loss for long positions stands at $29.0862 million, whereas short positions show a loss of $13.7305 million. Notably, a whale address, 0xa5b0..41, has engaged in a 15x leveraged long position on ETH at a price of $2,148.7, currently showing an unrealized profit of $6.6987 million. #Hyperliquid#WhalePositions#Billion#ChainCatcher#Coinglass#LongPositions#ShortPositions#ETH#LeveragedPosition#ProfitLoss

Venture Village Wall 🦄

@venturevillagewall · Post #3785 · 01/04/2025, 01:00 AM

US Dominates Bitcoin Mining Landscape The US leads with over 40% of Bitcoin's hashrate. Foundry, the largest mining pool, holds 36.5% share, raising concerns over centralization. MicroStrategy aims to raise $2B through preferred stock to enhance its Bitcoin holdings, part of its '21/21 Plan'. Expected offer in Q1 2025, pending market conditions. Read more: CoinTelegraph | MicroStrategy Press | The Block | tl;dr #Bitcoin#Mining#US#Foundry#MicroStrategy#CapitalRaise#PreferredStock #21/21Plan #Hashrate#Crypto#Finance#Investment#Blockchain#StockMarket#USDC#Billion#Q12025#MarketConditions#WhaleAlert#BlackRock#VC