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Source channel @githubtrending · Post #15433 · Jan 23
#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
Search: #sensing
@amazingeo · Post #599 · 01/28/2026, 08:31 PM
🌍 Space-based radar now tracks land subsiding from groundwater loss, revealing areas sinking by centimeters each year. These invisible changes help pinpoint regions at risk of flooding and damage. ✨ #remote⚡#sensing⚡#satellite⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #299 · 09/26/2025, 03:31 PM
🌍 Satellites now measure plant health from space by tracking tiny shifts in leaf color. This "vegetation index" helps predict crop yields and monitor droughts across continents. ✨ #remote⚡#sensing⚡#satellites⚡#agriculture⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #257 · 09/18/2025, 03:12 AM
🌍 Remote sensing satellites can spot changes in city heat by mapping temperature from space. These maps reveal "urban heat islands," where cities are much hotter than their surroundings. ✨ #remote⚡#sensing⚡#satellites⚡#urban⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@amazingeo · Post #414 · 10/25/2025, 12:31 PM
🌍 New satellites use lasers to measure the height of forests from space. This lets scientists track forest growth and loss worldwide with detail never possible from the ground. ✨ #remote⚡#sensing⚡#satellites⚡#forests⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #338 · 10/06/2025, 12:31 PM
🌍 Remote sensing satellites can now detect wildfire smoke plumes traveling thousands of kilometers. These space-based observations help track air quality and protect health far beyond fire zones. ✨ #remote⚡#sensing⚡#satellites⚡#airquality⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels