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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

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Nature Travel Vacation

@naturetravelvacationpictures · Post #403 · 04/04/2019, 02:30 AM

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Interesting Planet 🌍

@interesting_planet_facts · Post #1200 · 01/07/2026, 12:11 PM

🌎 Hidden beneath Slovakia, the Ochtinská Aragonite Cave is famous for its rare aragonite crystal formations, which look like tangled white “coral.” Its passages were naturally formed in Paleozoic-era rocks about 400 million years ago. The cave stretches only 300 meters but contains aragonite speleothems found in just a few caves worldwide. ✨ #cave⚡#geology⚡#minerals 👉subscribe Interesting Planet 👉more Channels ​

Interesting Planet 🌍

@interesting_planet_facts · Post #1070 · 11/25/2025, 12:11 PM

🌎 Beneath the waters of the Bahamas, the so-called “blue holes” are deep, vertical underwater caves formed during past ice ages when sea levels were lower. Some exceed 300 meters in depth and preserve ancient fossils and climate records in their oxygen-poor layers. ✨ #ocean⚡#cave⚡#paleoclimate 👉subscribe Interesting Planet 👉more Channels ​

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@expeditionsworldwide · Post #488 · 07/03/2023, 01:03 PM

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