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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
🌎 Earth produces mysterious low-frequency sounds called "the Hum," detected by instruments but rarely heard by humans. These vibrations, recorded by seismometers and microphones, sometimes travel thousands of kilometers through the ground and air. The Hum’s exact causes vary, but some are linked to ocean waves shifting the seafloor or atmospheric pressure changes. ✨
#geophysics⚡#soundspace⚡#mysteries
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The Hudson Bay region in Canada sits on top of a significant gravity anomaly, making you weigh slightly less there than elsewhere on Earth. This is caused by the missing mass from the melted Laurentide Ice Sheet, which compressed the land and shifted dense rock away. After the ice melted, the area began slowly rebounding upward, creating this unique gravitational phenomenon. 🌍⚖️🇨🇦
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#GravityAnomaly#HudsonBay#ScienceFacts#Geophysics#Canada
#The_Science🇺🇸📕[PDF]⬇️
30 #October2025
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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