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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 #65265 · 04/12/2026, 12:44 PM

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🚀 Paradigm CEO Highlights Gen Z's Impact on Crypto Innovation Paradigm, a crypto investment firm managing approximately $12 billion, is led by co-founder and CEO Matt Huang. According to Odaily, Huang acknowledges that while Gen Z employees can sometimes create chaos, their creativity and technological breakthroughs are impressive. He remains committed to investing in young talent, citing the example of Charlie Noyes, who joined Paradigm at 19 after dropping out of MIT. Noyes played a crucial role in MEV research and Flashbots investment, contributing significantly to the Ethereum ecosystem. Huang likens the Paradigm team to running an 'X-Men Academy,' noting that despite the unpredictability of young employees, their technical skills and innovation often surpass those of traditional professionals. #GenZ#CryptoInnovation#Paradigm#MattHuang#Ethereum#MEV#Flashbots#Investment#YoungTalent#TechBreakthroughs#XMenAcademy#ETH

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