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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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Venture Village Wall 🦄

@venturevillagewall · Post #4225 · 02/23/2025, 07:00 PM

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Major Events This Week in Crypto 🔍 Key Highlights from ForkLog's Weekly Digest: ➡️ Bitcoin continues bullish phase. ➡️ Bybit hit by the largest hack in crypto history. ➡️ Ethereum network shows signs of a ‘rollback’. ➡️ Analyst predicts the start of a selective alt season. ➡️ Positive changes at SEC beneficial for the industry. Read more: ForkLog #Bitcoin#Bybit#Ethereum#AltSeason#SEC#Crypto#Blockchain#News#MarketTrends#Investment#Finance#Analysis#Hack#CryptoIndustry#BearMarket#BullMarket#Regulation#DigitalAssets#Trading#Decentralization#VC

Crypto M - Crypto News

@CryptoM · Post #64488 · 04/09/2026, 02:45 AM

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🚀 Crypto Industry Faces Severe Challenges Similar to 2019 The cryptocurrency sector is experiencing significant difficulties reminiscent of the extreme downturn in 2019. According to PANews, the industry is grappling with a severe lack of secondary market liquidity, a freeze in primary investment and financing activities, and a notable loss of talent. These challenges are contributing to a harsh environment for businesses and individuals involved in the crypto space. #CryptoIndustry#Challenges#2019Downturn#SecondaryMarketLiquidity#InvestmentFreeze#TalentLoss#CryptoBusinesses#CryptoSpace

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