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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 #3761 · 12/31/2024, 04:00 PM

Bitcoin Surpasses $100K: Retail Investors Return 💰 Bitcoin recently soared above $100,000, briefly reaching $104K, before settling below $91K. This surge is linked to key pro-crypto appointments in the Trump administration, including Scott Bessent for Treasury and Paul Atkins as SEC chair. 🚀 Retail interest is on the rise, with older cryptos, termed 'dino coins', gaining attention. XRP reclaimed its place as the fourth largest cryptocurrency as investors return to the market. Millennial parents are now considering Bitcoin as a safer option, encouraged by large firms like Blackrock. 📈 Ethereum is benefitting too, with ETF inflows exceeding Bitcoin on multiple occasions and blue-chip NFTs based on ETH seeing increased floor prices. 🔍 As the crypto market evolves, understanding the current market cycle can aid investment strategies. 📅 Major firms dominate crypto ETF races, with BlackRock leading in both Bitcoin and Ethereum spaces. For more details, check the full article here: Leviathan News. #Bitcoin#Crypto#VC#XRP#Ethereum#NFT#Blackrock#ETF#Investment#Retail#DePIN#ProCrypto#MarketTrends#DigitalAssets#Milestone#MarketCycle#Altcoins#Trump#CryptoCommunity#DinoCoins#PaulAtkins