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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 #3950 · 01/22/2025, 01:00 PM

Circle Acquires Hashnote; $5.6M for Wingbits 🔍 Institutional investment management platform Hashnote acquired by Circle. 💰 Wingbits, a token-incentivized flight tracking network, raises $5.6M in a strategic funding round led by Borderless Capital and Bullish, with participation from various investors. 🔄 Significant crypto movement detected: 2,410 #BTC (worth $253M) transferred to Coinbase Institutional. ⚡ Mantle announces a financial blockchain center with a treasury of $4.3B, planning expansion of mETH and FBTC Protocols in 2025. 🌐 Mistral AI aims for IPO and opens Singapore office as part of regional expansion. 🏛️ Major U.S. Bitcoin miner MARA advocates for Bitcoin reserves in 50 states with state-level bills under consideration. 🚀 Stargate Project initiated by tech giants for AI infrastructure in the U.S., with $500 billion investment planned by 2029. 🔗Read more about Mantle's blockchain center. #Hashnote#Circle#Wingbits#Crypto#BTC#Mantle#mETH#FBTC#MistralAI#IPO#MARA#Bitcoin#StargateProject#AI#VC