#jupyter_notebook#ai#llm#llms#multi_modal#openai#python#rag
Retrieval-Augmented Generation (RAG) is a technique that helps improve the accuracy of large language models by fetching relevant information from databases or documents. This approach ensures that the model's responses are based on up-to-date and accurate data, reducing errors and "hallucinations" where the model might provide false information. For users, RAG offers more reliable and trustworthy responses, allowing them to verify the sources used to generate those responses. This method also saves resources by avoiding the need to retrain models with new data.
https://github.com/FareedKhan-dev/all-rag-techniques
🌎 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