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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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@venturevillagewall · Post #4357 · 03/10/2025, 10:00 PM

Crypto News: Market Decline and Developments 🇺🇸 Sunnyvale Public Safety Officers Association becomes the first U.S. dual-agency to hold Bitcoin on its balance sheet. Joseph Lubin praises U.S. government's reforms, anticipating crypto growth by 2025. President Trump's upcoming executive order may adjust Fed policies for crypto banks and clarify that stablecoins are not securities. FIFA considering a new cryptocurrency, FIFA Coin, to engage 5 billion fans. Coinbase to hire 1,000 workers, citing Trump's positive impact on the crypto industry. Ethereum sees significant outflows totaling $1.8 billion, while total value locked in DeFi drops to $88 million. Bitcoin's price fluctuates between extreme greed and fear, with a current value of $79,000. Ethereum declines below $2000, triggering market fears as total market cap falls by 33%. Current index shows extreme fear since 2022, affecting trader sentiments. #Bitcoin#Crypto#DeFi#TrumpsExecutiveOrder#FIFA#Ethereum#Coinbase#Stablecoins#MarketSentiment#Bullish#Blockchain#Investors#CryptoRegulation#ETH#USFinance#DigitalAssets#CryptoOutflows#FinanceNews