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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 #4143 · 02/13/2025, 07:00 PM

Steve Yun Speaks at Consensus HK On February 20, Steve Yun from TON Foundation will present at Consensus HK, discussing 'Emerging Markets on the Road to Financial Freedom.' Join to explore DeFi's future and the impact of evolving regulations on Web3. Details here. ⚡️ OpenSea announces OS2 beta version and airdrop. Read more 🚓 In Thailand, Russians arrested for stealing Bitcoin worth $16.5 million. Read more 🧠 A look into the Metaverse and AR/VR projects you might have missed. Read more 🐋 VanEck says some US states will buy $23.5 billion in Bitcoin. Read more 👀 A new Bitcoin-ETF linked structured bond launches in Russia. Read more 🧐 JPMorgan identifies condition for Tether's compliance with US regulations. Read more ❌ Illegal Bitcoin farm shut down near Irkutsk. Read more 🤖 Sam Altman discusses features of GPT-4.5 and GPT-5. Read more 💫 BNB recovered losses following 2025 roadmap release. Read more 🔎 Ethereum Foundation allocates $120 million to DeFi protocols. Read more 👾 WLFI co-founder's X-account hacked to promote a scam. Read more 🔥 Former Greek finance minister criticizes Bitcoin maximalists. Read more #Finance#DeFi#Web3#Bitcoin#OpenSea#Crypto#Ethereum#EthereumFoundation#Cryptocurrency#Blockchain#Thailand#Regulation#CryptoNews#SamAltman#AI#Innovation#Technology#Investment#Metaverse#ARVR#VanEck