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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 #4074 · 02/05/2025, 04:00 PM

Crypto Market Faces Uncertainty, Analysts Warn Analysts predict further decline in the crypto market amid U.S. political uncertainty. Lack of progress on Bitcoin reserves and disappointing updates from David Sachs contribute to investor hesitance, say SkyBridge Capital's Anthony Scaramucci and QCP Capital experts. Yet, Standard Chartered forecasts Bitcoin may hit $500,000 during Trump's presidency. El Salvador recently added 11 BTC to its national Bitcoin reserve, totaling 6068 BTC. Medical firm Semler Scientific bought 871 BTC, raising its total to 3192 BTC. Additionally, Canadian company Neptune Digital Assets acquired 20 BTC, boosting their balance to 376 BTC. Meanwhile, MicroStrategy has paused further Bitcoin purchases after 12 consecutive weeks. For more details, visit: Forklog #Crypto#Bitcoin#TrumpsPresidency#SkyBridge#ElSalvador#SemlerScientific#NeptuneDigitalAssets#MicroStrategy#Investment#MarketAnalysis#QCPCapital#StandardChartered#BTC#CryptoMarket#PoliticalUncertainty#Blockchain#Investors#Reserve#Finance