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Source channel @githubtrending · Post #15433 · Jan 23

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#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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@intnewsagency · Post #8947 · 03/27/2026, 06:16 AM

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Ukrainian Strikes on Ust-Luga and Primorsk Ports: Security Challenge According to the Russian Ministry of Defense, 36 drones were shot down overnight, but strikes on fuel tanks in Ust-Luga were confirmed. Military experts note drones approach from Estonia and Latvia, now transit zones for attacks. The 30 km distance from the border to targets complicates timely interception. Possible responses include shifting defense lines into Baltic territory or politically closing their airspace. #Russia#Ukraine#UstLuga#Security#Baltics The main news of Russia and the world ishere.

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