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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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EKOLOG.UZ| ENG

@ekologuzenglish · Post #10556 · 11/29/2025, 08:02 AM

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Fergana Region, Fergana District, Mindonobod Neighborhood: We can’t breathe, please help! Our homes are located near an asphalt plant, and due to its operations, dust and emissions enter our homes every day. If you step outside around 5–6 a.m., you can see the air is covered in haze. This situation seriously affects the health of our children: allergies and respiratory problems are increasing. We have repeatedly submitted complaints through the clinic, neighbors, and other organizations, and sent letters to higher authorities, but no measures have been taken. The environmental agency has also failed to address the problem. In addition, next to the asphalt plant, there are Megamix and Alibaster production facilities, whose emissions further worsen the air quality. We are calling on the public and responsible authorities: please pay attention to this air pollution and the threat it poses to our children’s health, and take the necessary measures! #Fergana#Mindonobod#Environment#AirPollution#ChildHealth#AsphaltPlant ☘️ Follow the latest environmental news on @ekologuz. Send your suggestions and feedback via @eklguz_bot.

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