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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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Toshkent shahridagi INHA Universiteti Yoshlar Ittifoqi

@inhayoshlarittifoqi · Post #733 · 01/09/2026, 12:58 PM

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🇺🇿◽️🔤🔤🔤 Our SPG members have officially started their activities. 🚀🏫 They are traveling across Uzbekistan to introduce INHA University in Tashkent (IUT), visiting schools, colleges, and learning centers. 🎓✨ During these sessions, prospective applicants are provided with detailed information about the university’s opportunities, academic programs, and student life. ✅ Big respect to everyone who started early - let’s keep the energy and make this season impactful! 💪🔥 With love, 🙏 SPG TEAM 🏫 🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤🔤 SPG a’zolarimiz o‘z faoliyatini rasman boshladi. 🚀🏫 Ular O‘zbekiston bo‘ylab Toshkent shahridagi INHA Universiteti haqida tanishtiruvlar o‘tkazib, maktablar, kollejlar va o‘quv markazlariga tashrif buyurmoqda. 🎓✨ Tadbirlar davomida abituriyentlarga universitet imkoniyatlari, ta’lim yo‘nalishlari va talabalik hayoti haqida batafsil ma’lumot taqdim etilmoqda Faoliyatni erta boshlagan barchaga minnatdorlik bildiramiz! Hurmat bilan, 🙏 SPG Jamoasi 🏫 #SPG#IUT#INHA#StudentPromotionGroup#StudentLife#Education#Admissions#Uzbekistan#FutureStudents 🌐Telegram | 🌐Instagram

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