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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 #64868 · 04/10/2026, 05:49 AM

🚀 New Altcoin Listings Show Decline in Value Over Time According to NS3.AI, CoinGecko's recent analysis reveals that approximately 90% of newly listed altcoins on the top 12 centralized exchanges have fallen below their initial listing price within a year. The report highlights that only about 32% of these new listings experienced immediate gains upon going live. Furthermore, by the end of the 12-month period, fewer than 10% of tokens listed on major exchanges maintained a value above their debut price. #Altcoins#Cryptocurrency#CoinGecko#CryptoMarket#TokenValue#NewListings#CryptoExchanges#MarketDecline#NS3AI#CryptocurrencyTrends#Investment

Venture Village Wall 🦄

@venturevillagewall · Post #4338 · 03/08/2025, 10:00 AM

Utah Establishes First Bitcoin Reserve 🔵 Utah becomes the first U.S. state to create a strategic Bitcoin reserve. This initiative aims to enhance regional economic stability and protect state assets from inflation and market fluctuations. Read more here. 🔴 In contrast, Russia remains hesitant to include Bitcoin in its National Wealth Fund, citing its volatility. Nevertheless, the Deputy Minister of Finance indicated a review of the strategy may occur if reserves reach a certain level, potentially incorporating higher-yield assets like crypto in the future. Read more here. ⭐️ Gemini cryptocurrency exchange confidentially filed for an IPO, partnering with Goldman Sachs and Citigroup, potentially eyeing a market entry in 2025. More details available here. #Bitcoin#Utah#Crypto#Russia#IPO#Gemini#Finance#Market#Investment#ETF#Volatility#Assets#Economy#Regulation#Wealth#Liquidity#Traders#CryptoExchanges#BNB#BSC#VC