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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 #65333 · 04/13/2026, 12:13 AM

🚀 PRECIOUS METALS | U.S. Inflation and Fed Rate Cut Expectations Impact Gold Prices On April 13, Jin10 reported that a research note from CITIC Securities highlighted the significant rise in U.S. overall inflation for March, driven by soaring oil prices, while core inflation remained moderate. According to Jin10, CITIC Securities anticipates minimal risk of secondary inflation in the U.S. and suggests that April's CPI may continue to show elevated growth due to compensatory increases in rental inflation. If oil prices decline slowly, U.S. CPI could remain above 3% year-on-year for the rest of the year. CITIC Securities also forecasts a 25 basis point rate cut by the Federal Reserve within the year, which may lead to a weaker U.S. dollar in the near term. This scenario could create liquidity-driven recovery opportunities for gold prices. Additionally, U.S. equities might benefit from improved risk appetite, while U.S. Treasury yields may lack sufficient downward momentum due to economic fundamentals. #PreciousMetals#USInflation#FedRateCut#GoldPrices#CITICSecurities#OilPrices#CoreInflation#CPI#USDollar#USEquities#USTreasuryYields