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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 #64912 · 04/10/2026, 09:17 AM

🚀 Crypto Startups Face High MiCA Compliance Costs in EU Crypto startups in the European Union are encountering significant financial challenges due to the compliance costs associated with the Markets in Crypto-Assets (MiCA) regulation. According to NS3.AI, the licensing expenses alone range from €250,000 to €500,000, posing a substantial burden on smaller firms. Austria's Financial Market Authority provides licensing timelines of less than six months, while Germany has reduced the transition period to 12 months. This has intensified the pressure on companies unable to manage the increased compliance costs. #Crypto#Startups#EU#MiCA#Compliance#Regulation#Finance#Licensing#Costs#FinancialChallenges

Venture Village Wall 🦄

@venturevillagewall · Post #3865 · 01/13/2025, 04:00 PM

Tether Moves HQ to El Salvador Tether and its subsidiaries will relocate to El Salvador, establishing their headquarters there after obtaining a Digital Asset Service Provider license. This move comes alongside Bitfinex's subsidiary securing a license for digital asset services in the country, marking a significant step for Tether’s global expansion efforts in the digital economy of Latin America. 🌎Read more here #Tether#ElSalvador#Bitfinex#Crypto#DigitalAssets#USDT#Finance#Blockchain#LatinAmerica#Investment#DASP#Economy#Stablecoins#Bitcoin#USDC#Web3#Innovation#Expansion#Licensing#MarketTrends#VC

Venture Village Wall 🦄

@venturevillagewall · Post #4192 · 02/19/2025, 04:00 PM

Hong Kong Targets Global Virtual Asset Hub Hong Kong unveils new roadmap to become a global virtual asset center, focusing on staking services, attracting liquidity, and exploring derivatives trading. Further endeavors include OTC and custody licensing. For details, visit Wu Blockchain News. #HongKong#VirtualAssets#Crypto#DeFi#Liquidity#Licensing#Staking#Derivatives#OTC#Custody#Regulation#Finance#Investment#Blockchain#Web3#MarketTrends#TechUpdates#Innovation#GlobalMarkets#FutureOfFinance