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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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@ethereumglobalnews · Post #1570 · 12/16/2025, 02:32 AM
📊 CAPITAL FLOWS | BLOCKCHAIN NETWORKS • Ethereum：+$12.8 億（明顯反轉此前 -$92.5 億流出） • Arbitrum：+$5.02 億 • BNB Chain：+$4.42 億 • Sui：+$2.01 億 • Avalanche：+$1.76 億 • Polygon：+$1.22 億 • Optimism / Sonic / Starknet / XDC 亦維持正流入 #以太坊#区块链#虚拟货币 #OnChain#Layer2#Markets ——— Ethereum leads all chains in 30-day capital inflows,recording +$1.28B, a sharp reversal from the prior period. #Ethereum#CapitalFlow 👇Tip👇讚 或點擊進行💎資源搜索👇
@venturevillagewall · Post #3795 · 01/05/2025, 10:00 AM
Gold and Bitcoin Gain Structural Significance JPMorgan analysts predict lasting inflation hedging strategies as gold and Bitcoin solidify their roles in investor portfolios. They deem 2024 pivotal for the crypto market with a projected influx of $78 billion. Notably, the share of gold investments among private investors is also on the rise. Read more: ForkLog #JPMorgan#Bitcoin#Gold#Crypto#Investing#Inflation#MarketTrends#Finance#WealthManagement#InvestmentStrategies #2024 #CapitalFlow#DigitalAssets#PortfolioManagement#Cryptocurrency#Hedging#FinancialInsights