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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40364 · 12/19/2025, 07:02 PM

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Chemists at UC Berkeley created a new catalytic process that turns plastic bags and bottles (polyolefins) into gases like propylene and isobutylene. These gases are used to make new plastics like polypropylene. The process uses cheap solid catalysts and can be scaled up for industrial use. This method helps recycle plastics better and supports a circular economy by turning waste into new materials. 🔄♻️ [Source] @googlefactss #plasticrecycling#catalysis#polyolefins#circularEconomy#sustainability#chemistry#innovation

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IELTS|Newspapers & Magazines｜English

@emagzinewspars · Post #9464 · 11/03/2025, 03:27 AM

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#The_Science🇺🇸📕[PDF]⬇️ 30 #October2025 #Weekly_Magazines For learning, for free(dom). @backupofmagazines This issue delivers a powerful special on the #MandalayEarthquake, unpacking rupture physics and how Earth’s crust defies its own limits. Seismic data, #AI-based imaging, and dual-material energy models reveal a new frontier in #Geophysics. Meanwhile, reports span #BigTech access wars, #COVID19 legacy effects, and synthetic antibodies for #Snakebite treatment. Behavioral studies highlight chimpanzee rationality and neural rewiring. Advances in #Catalysis, #Recycling, and #Neuroscience mark the rise of adaptive science facing global turbulence. From earthquakes to evolution, this issue captures the restless pulse of a changing planet. #ClimateCrisis#EarthScience#Innovation#Research

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