#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm
UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles.
https://github.com/OpenBMB/UltraRAG
🌎 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
👉subscribe Interesting Planet
👉more Channels
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. 🌍⚖️🇨🇦
[Read more]
@googlefactss
#GravityAnomaly#HudsonBay#ScienceFacts#Geophysics#Canada
#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