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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 #65234 · 04/12/2026, 07:05 AM

🚀 Sign Partner Sarah to Attend Hong Kong Forum on Crypto and Smart Economy Sign partner Sarah is set to participate in the 'Crypto 2026: From Cryptocurrency to Smart Economy' forum in Hong Kong on April 19. According to ChainCatcher, she will join a roundtable discussion at this event, which is organized by ChainCatcher in collaboration with RootData and is part of the Hong Kong Web3 Carnival. Sign is developing a global distribution platform for premium services and assets. Its first product, EthSign, enables users to sign legally binding agreements using public keys, creating verifiable contract consent records on the blockchain. The second product, TokenTable, assists Web3 projects in efficiently executing, tracking, and managing token distribution processes. The forum will focus on the paradigm shift resulting from the deep integration of AI technology and crypto networks, with in-depth discussions on AI Agent economy, smart payments, RWA, and crypto infrastructure. Positioned at the intersection of technological transition and economic restructuring, this forum aims to provide insights into the current state of the industry and offer forward-thinking perspectives on the future of smart economic systems. #Crypto2026#SmartEconomy#Web3#AI#Blockchain#Cryptocurrency#SmartPayments#TokenDistribution#EthSign#TokenTable#CryptoInfrastructure#HongKongForum#AIAgentEconomy#RWA#TechnologicalTransition#EconomicRestructuring#ChainCatcher#RootData#Web3Carnival